{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Importing PulP solver\n",
    "from pulp import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the demand points\n",
    "plant_locations=['Mina Salman','Larnaca Port','Port of Alexandria','Port of Bandar Abbas','Port of Umm Qasr','Port of Haifa','Port of Aqaba','Port of Shuwaikh','Port of Beirut','Port of Salalah','Port of Gaza','Port of Doha','Port of King Abdul Aziz','Port of Jeddah','Port of Latakia','Port of Mersin','Port of Jebel Ali','Port of Hodeidah']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the Supply Points\n",
    "supply_points=['Port of Santos','Port of Montreal','Port of Vancouver','Port of Shanghai','Port of Marseille','Port of Bandar Abbas','Port of Haifa','Port of Aktau','Port of Busan','Penang Port','Port of Oslo','Port of Vladivostok','Port of Novorossiysk','Port of St. Petersburg','Port of Belgrade','Port of Mersin','Port of Odessa','Port of New York','Port of Los Angeles']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Port of Santos',\n",
       " 'Port of Montreal',\n",
       " 'Port of Vancouver',\n",
       " 'Port of Shanghai',\n",
       " 'Port of Marseille',\n",
       " 'Port of Bandar Abbas',\n",
       " 'Port of Haifa',\n",
       " 'Port of Aktau',\n",
       " 'Port of Busan',\n",
       " 'Penang Port',\n",
       " 'Port of Oslo',\n",
       " 'Port of Vladivostok',\n",
       " 'Port of Novorossiysk',\n",
       " 'Port of St. Petersburg',\n",
       " 'Port of Belgrade',\n",
       " 'Port of Mersin',\n",
       " 'Port of Odessa',\n",
       " 'Port of New York',\n",
       " 'Port of Los Angeles']"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "supply_points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the distances\n",
    "distance = dict(zip(supply_points,[dict(zip(plant_locations, [9662.00,6302,7529.00,9351.00,9933.00,7667.00,8005.00,9888.00,7626.00,8408.00,6360.00,9594.00,9716.00,8432.00,7553.00,7528.00,9407.00,8624.00])),\n",
    "dict(zip(plant_locations, [9594.00,5106,6196.00,9414.00,9808.00,6336.00,6672.00,9794.00,6020.00,8471.00,5165.00,9657.00,9778.00,7099.00,6220.00,6195.00,9470.00,7364.00])),\n",
    "dict(zip(plant_locations, [15871.00,10295,12322.00,10381.00,10848.00,12461.00,12797.00,10828.00,12441.00,10461.00,10365.00,10603.00,10668.00,13108.00,12345.00,12320.00,10440.00,11270.00])),\n",
    "dict(zip(plant_locations, [6882.00,7780,8365.00,6557.00,7139.00,8336.00,7912.00,7094.00,8385.00,6270.00,7660.00,6814.00,6922.00,7341.00,8550.00,8546.00,6627.00,6802.00])),\n",
    "dict(zip(plant_locations, [5332.00,1550,1805.00,5024.00,5603.00,1946.00,2282.00,5558.00,1900.00,4081.00,1631.00,5267.00,5388.00,2709.00,1830.00,1806.00,5080.00,3245.00])),\n",
    "dict(zip(plant_locations, [380.00,3042,3340.00,0.00,581.00,3310.00,2886.00,537.00,3359.00,943.00,2922.00,355.00,365.00,2315.00,3524.00,3520.00,173.00,1776.00])),\n",
    "dict(zip(plant_locations, [3621.00,142,370.00,3310.00,3891.00,0.00,568.00,3847.00,81.00,2367.00,83.00,3553.00,3674.00,995.00,237.00,233.00,3366.00,1534.00])),\n",
    "dict(zip(plant_locations, [5279.00,2234,2089.00,4996.00,5488.00,2201.00,2557.00,5471.00,2204.00,4147.00,2301.00,5239.00,5301.00,2878.00,2204.00,2174.00,5094.00,3331.00])),\n",
    "dict(zip(plant_locations, [7398.00,8140,8882.00,7074.00,7655.00,8852.00,8428.00,7611.00,8901.00,6786.00,8020.00,7330.00,7438.00,7857.00,9066.00,9062.00,7143.00,7318.00])),\n",
    "dict(zip(plant_locations, [3856.00,5369,5340.00,3532.00,4113.00,5310.00,4886.00,4069.00,5359.00,3245.00,5210.00,3788.00,3896.00,4315.00,5525.00,5520.00,3601.00,3777.00])),\n",
    "dict(zip(plant_locations, [7928.00,3772,4401.00,7617.00,8198.00,4539.00,4876.00,8060.00,4497.00,6675.00,3831.00,8154.00,7981.00,5303.00,4425.00,10049.00,7673.00,5842.00])),\n",
    "dict(zip(plant_locations, [7981.00,8642,9465.00,7657.00,8239.00,9435.00,9011.00,8194.00,9485.00,7370.00,8522.00,7914.00,8022.00,8441.00,9650.00,9645.00,7727.00,7902.00])),\n",
    "dict(zip(plant_locations, [5139.00,1170,1572.00,4829.00,5410.00,1715.00,2087.00,5366.00,1672.00,3886.00,1295.00,5072.00,5193.00,2680.00,1577.00,1552.00,4885.00,3052.00])),\n",
    "dict(zip(plant_locations, [8787.00,4486,5259.00,8476.00,9058.00,5398.00,5735.00,9013.00,5355.00,7533.00,4545.00,8719.00,8841.00,6161.00,5283.00,5258.00,8532.00,6700.00])),\n",
    "dict(zip(plant_locations, [5416.00,1930,1851.00,5106.00,5687.00,1994.00,2364.00,5643.00,1949.00,4163.00,1990.00,5349.00,5470.00,2791.00,1854.00,1829.00,5162.00,3330.00])),\n",
    "dict(zip(plant_locations, [3831.00,138,546.00,3520.00,4102.00,233.00,778.00,4057.00,191.00,2577.00,316.00,3763.00,3885.00,1205.00,89.00,0.00,3576.00,1744.00])),\n",
    "dict(zip(plant_locations, [4957.00,1056,1390.00,4647.00,5228.00,1533.00,1905.00,5184.00,1490.00,3704.00,1181.00,4890.00,5011.00,2332.00,1395.00,1370.00,4703.00,2871.00])),\n",
    "dict(zip(plant_locations, [9168.00,5137,5618.00,8862.00,9417.00,5756.00,6104.00,9392.00,5715.00,7930.00,5196.00,9392.00,9222.00,6521.00,5642.00,5617.00,8918.00,7105.00])),\n",
    "dict(zip(plant_locations, [14552.00,9210,11025.00,11057.00,11524.00,11048.00,11501.00,11504.00,11122.00,11137.00,9280.00,11279.00,11344.00,11927.00,11049.00,11024.00,11116.00,12465.00]))]))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Port of Santos': {'Mina Salman': 9662.0,\n",
       "  'Larnaca Port': 6302,\n",
       "  'Port of Alexandria': 7529.0,\n",
       "  'Port of Bandar Abbas': 9351.0,\n",
       "  'Port of Umm Qasr': 9933.0,\n",
       "  'Port of Haifa': 7667.0,\n",
       "  'Port of Aqaba': 8005.0,\n",
       "  'Port of Shuwaikh': 9888.0,\n",
       "  'Port of Beirut': 7626.0,\n",
       "  'Port of Salalah': 8408.0,\n",
       "  'Port of Gaza': 6360.0,\n",
       "  'Port of Doha': 9594.0,\n",
       "  'Port of King Abdul Aziz': 9716.0,\n",
       "  'Port of Jeddah': 8432.0,\n",
       "  'Port of Latakia': 7553.0,\n",
       "  'Port of Mersin': 7528.0,\n",
       "  'Port of Jebel Ali': 9407.0,\n",
       "  'Port of Hodeidah': 8624.0},\n",
       " 'Port of Montreal': {'Mina Salman': 9594.0,\n",
       "  'Larnaca Port': 5106,\n",
       "  'Port of Alexandria': 6196.0,\n",
       "  'Port of Bandar Abbas': 9414.0,\n",
       "  'Port of Umm Qasr': 9808.0,\n",
       "  'Port of Haifa': 6336.0,\n",
       "  'Port of Aqaba': 6672.0,\n",
       "  'Port of Shuwaikh': 9794.0,\n",
       "  'Port of Beirut': 6020.0,\n",
       "  'Port of Salalah': 8471.0,\n",
       "  'Port of Gaza': 5165.0,\n",
       "  'Port of Doha': 9657.0,\n",
       "  'Port of King Abdul Aziz': 9778.0,\n",
       "  'Port of Jeddah': 7099.0,\n",
       "  'Port of Latakia': 6220.0,\n",
       "  'Port of Mersin': 6195.0,\n",
       "  'Port of Jebel Ali': 9470.0,\n",
       "  'Port of Hodeidah': 7364.0},\n",
       " 'Port of Vancouver': {'Mina Salman': 15871.0,\n",
       "  'Larnaca Port': 10295,\n",
       "  'Port of Alexandria': 12322.0,\n",
       "  'Port of Bandar Abbas': 10381.0,\n",
       "  'Port of Umm Qasr': 10848.0,\n",
       "  'Port of Haifa': 12461.0,\n",
       "  'Port of Aqaba': 12797.0,\n",
       "  'Port of Shuwaikh': 10828.0,\n",
       "  'Port of Beirut': 12441.0,\n",
       "  'Port of Salalah': 10461.0,\n",
       "  'Port of Gaza': 10365.0,\n",
       "  'Port of Doha': 10603.0,\n",
       "  'Port of King Abdul Aziz': 10668.0,\n",
       "  'Port of Jeddah': 13108.0,\n",
       "  'Port of Latakia': 12345.0,\n",
       "  'Port of Mersin': 12320.0,\n",
       "  'Port of Jebel Ali': 10440.0,\n",
       "  'Port of Hodeidah': 11270.0},\n",
       " 'Port of Shanghai': {'Mina Salman': 6882.0,\n",
       "  'Larnaca Port': 7780,\n",
       "  'Port of Alexandria': 8365.0,\n",
       "  'Port of Bandar Abbas': 6557.0,\n",
       "  'Port of Umm Qasr': 7139.0,\n",
       "  'Port of Haifa': 8336.0,\n",
       "  'Port of Aqaba': 7912.0,\n",
       "  'Port of Shuwaikh': 7094.0,\n",
       "  'Port of Beirut': 8385.0,\n",
       "  'Port of Salalah': 6270.0,\n",
       "  'Port of Gaza': 7660.0,\n",
       "  'Port of Doha': 6814.0,\n",
       "  'Port of King Abdul Aziz': 6922.0,\n",
       "  'Port of Jeddah': 7341.0,\n",
       "  'Port of Latakia': 8550.0,\n",
       "  'Port of Mersin': 8546.0,\n",
       "  'Port of Jebel Ali': 6627.0,\n",
       "  'Port of Hodeidah': 6802.0},\n",
       " 'Port of Marseille': {'Mina Salman': 5332.0,\n",
       "  'Larnaca Port': 1550,\n",
       "  'Port of Alexandria': 1805.0,\n",
       "  'Port of Bandar Abbas': 5024.0,\n",
       "  'Port of Umm Qasr': 5603.0,\n",
       "  'Port of Haifa': 1946.0,\n",
       "  'Port of Aqaba': 2282.0,\n",
       "  'Port of Shuwaikh': 5558.0,\n",
       "  'Port of Beirut': 1900.0,\n",
       "  'Port of Salalah': 4081.0,\n",
       "  'Port of Gaza': 1631.0,\n",
       "  'Port of Doha': 5267.0,\n",
       "  'Port of King Abdul Aziz': 5388.0,\n",
       "  'Port of Jeddah': 2709.0,\n",
       "  'Port of Latakia': 1830.0,\n",
       "  'Port of Mersin': 1806.0,\n",
       "  'Port of Jebel Ali': 5080.0,\n",
       "  'Port of Hodeidah': 3245.0},\n",
       " 'Port of Bandar Abbas': {'Mina Salman': 380.0,\n",
       "  'Larnaca Port': 3042,\n",
       "  'Port of Alexandria': 3340.0,\n",
       "  'Port of Bandar Abbas': 0.0,\n",
       "  'Port of Umm Qasr': 581.0,\n",
       "  'Port of Haifa': 3310.0,\n",
       "  'Port of Aqaba': 2886.0,\n",
       "  'Port of Shuwaikh': 537.0,\n",
       "  'Port of Beirut': 3359.0,\n",
       "  'Port of Salalah': 943.0,\n",
       "  'Port of Gaza': 2922.0,\n",
       "  'Port of Doha': 355.0,\n",
       "  'Port of King Abdul Aziz': 365.0,\n",
       "  'Port of Jeddah': 2315.0,\n",
       "  'Port of Latakia': 3524.0,\n",
       "  'Port of Mersin': 3520.0,\n",
       "  'Port of Jebel Ali': 173.0,\n",
       "  'Port of Hodeidah': 1776.0},\n",
       " 'Port of Haifa': {'Mina Salman': 3621.0,\n",
       "  'Larnaca Port': 142,\n",
       "  'Port of Alexandria': 370.0,\n",
       "  'Port of Bandar Abbas': 3310.0,\n",
       "  'Port of Umm Qasr': 3891.0,\n",
       "  'Port of Haifa': 0.0,\n",
       "  'Port of Aqaba': 568.0,\n",
       "  'Port of Shuwaikh': 3847.0,\n",
       "  'Port of Beirut': 81.0,\n",
       "  'Port of Salalah': 2367.0,\n",
       "  'Port of Gaza': 83.0,\n",
       "  'Port of Doha': 3553.0,\n",
       "  'Port of King Abdul Aziz': 3674.0,\n",
       "  'Port of Jeddah': 995.0,\n",
       "  'Port of Latakia': 237.0,\n",
       "  'Port of Mersin': 233.0,\n",
       "  'Port of Jebel Ali': 3366.0,\n",
       "  'Port of Hodeidah': 1534.0},\n",
       " 'Port of Aktau': {'Mina Salman': 5279.0,\n",
       "  'Larnaca Port': 2234,\n",
       "  'Port of Alexandria': 2089.0,\n",
       "  'Port of Bandar Abbas': 4996.0,\n",
       "  'Port of Umm Qasr': 5488.0,\n",
       "  'Port of Haifa': 2201.0,\n",
       "  'Port of Aqaba': 2557.0,\n",
       "  'Port of Shuwaikh': 5471.0,\n",
       "  'Port of Beirut': 2204.0,\n",
       "  'Port of Salalah': 4147.0,\n",
       "  'Port of Gaza': 2301.0,\n",
       "  'Port of Doha': 5239.0,\n",
       "  'Port of King Abdul Aziz': 5301.0,\n",
       "  'Port of Jeddah': 2878.0,\n",
       "  'Port of Latakia': 2204.0,\n",
       "  'Port of Mersin': 2174.0,\n",
       "  'Port of Jebel Ali': 5094.0,\n",
       "  'Port of Hodeidah': 3331.0},\n",
       " 'Port of Busan': {'Mina Salman': 7398.0,\n",
       "  'Larnaca Port': 8140,\n",
       "  'Port of Alexandria': 8882.0,\n",
       "  'Port of Bandar Abbas': 7074.0,\n",
       "  'Port of Umm Qasr': 7655.0,\n",
       "  'Port of Haifa': 8852.0,\n",
       "  'Port of Aqaba': 8428.0,\n",
       "  'Port of Shuwaikh': 7611.0,\n",
       "  'Port of Beirut': 8901.0,\n",
       "  'Port of Salalah': 6786.0,\n",
       "  'Port of Gaza': 8020.0,\n",
       "  'Port of Doha': 7330.0,\n",
       "  'Port of King Abdul Aziz': 7438.0,\n",
       "  'Port of Jeddah': 7857.0,\n",
       "  'Port of Latakia': 9066.0,\n",
       "  'Port of Mersin': 9062.0,\n",
       "  'Port of Jebel Ali': 7143.0,\n",
       "  'Port of Hodeidah': 7318.0},\n",
       " 'Penang Port': {'Mina Salman': 3856.0,\n",
       "  'Larnaca Port': 5369,\n",
       "  'Port of Alexandria': 5340.0,\n",
       "  'Port of Bandar Abbas': 3532.0,\n",
       "  'Port of Umm Qasr': 4113.0,\n",
       "  'Port of Haifa': 5310.0,\n",
       "  'Port of Aqaba': 4886.0,\n",
       "  'Port of Shuwaikh': 4069.0,\n",
       "  'Port of Beirut': 5359.0,\n",
       "  'Port of Salalah': 3245.0,\n",
       "  'Port of Gaza': 5210.0,\n",
       "  'Port of Doha': 3788.0,\n",
       "  'Port of King Abdul Aziz': 3896.0,\n",
       "  'Port of Jeddah': 4315.0,\n",
       "  'Port of Latakia': 5525.0,\n",
       "  'Port of Mersin': 5520.0,\n",
       "  'Port of Jebel Ali': 3601.0,\n",
       "  'Port of Hodeidah': 3777.0},\n",
       " 'Port of Oslo': {'Mina Salman': 7928.0,\n",
       "  'Larnaca Port': 3772,\n",
       "  'Port of Alexandria': 4401.0,\n",
       "  'Port of Bandar Abbas': 7617.0,\n",
       "  'Port of Umm Qasr': 8198.0,\n",
       "  'Port of Haifa': 4539.0,\n",
       "  'Port of Aqaba': 4876.0,\n",
       "  'Port of Shuwaikh': 8060.0,\n",
       "  'Port of Beirut': 4497.0,\n",
       "  'Port of Salalah': 6675.0,\n",
       "  'Port of Gaza': 3831.0,\n",
       "  'Port of Doha': 8154.0,\n",
       "  'Port of King Abdul Aziz': 7981.0,\n",
       "  'Port of Jeddah': 5303.0,\n",
       "  'Port of Latakia': 4425.0,\n",
       "  'Port of Mersin': 10049.0,\n",
       "  'Port of Jebel Ali': 7673.0,\n",
       "  'Port of Hodeidah': 5842.0},\n",
       " 'Port of Vladivostok': {'Mina Salman': 7981.0,\n",
       "  'Larnaca Port': 8642,\n",
       "  'Port of Alexandria': 9465.0,\n",
       "  'Port of Bandar Abbas': 7657.0,\n",
       "  'Port of Umm Qasr': 8239.0,\n",
       "  'Port of Haifa': 9435.0,\n",
       "  'Port of Aqaba': 9011.0,\n",
       "  'Port of Shuwaikh': 8194.0,\n",
       "  'Port of Beirut': 9485.0,\n",
       "  'Port of Salalah': 7370.0,\n",
       "  'Port of Gaza': 8522.0,\n",
       "  'Port of Doha': 7914.0,\n",
       "  'Port of King Abdul Aziz': 8022.0,\n",
       "  'Port of Jeddah': 8441.0,\n",
       "  'Port of Latakia': 9650.0,\n",
       "  'Port of Mersin': 9645.0,\n",
       "  'Port of Jebel Ali': 7727.0,\n",
       "  'Port of Hodeidah': 7902.0},\n",
       " 'Port of Novorossiysk': {'Mina Salman': 5139.0,\n",
       "  'Larnaca Port': 1170,\n",
       "  'Port of Alexandria': 1572.0,\n",
       "  'Port of Bandar Abbas': 4829.0,\n",
       "  'Port of Umm Qasr': 5410.0,\n",
       "  'Port of Haifa': 1715.0,\n",
       "  'Port of Aqaba': 2087.0,\n",
       "  'Port of Shuwaikh': 5366.0,\n",
       "  'Port of Beirut': 1672.0,\n",
       "  'Port of Salalah': 3886.0,\n",
       "  'Port of Gaza': 1295.0,\n",
       "  'Port of Doha': 5072.0,\n",
       "  'Port of King Abdul Aziz': 5193.0,\n",
       "  'Port of Jeddah': 2680.0,\n",
       "  'Port of Latakia': 1577.0,\n",
       "  'Port of Mersin': 1552.0,\n",
       "  'Port of Jebel Ali': 4885.0,\n",
       "  'Port of Hodeidah': 3052.0},\n",
       " 'Port of St. Petersburg': {'Mina Salman': 8787.0,\n",
       "  'Larnaca Port': 4486,\n",
       "  'Port of Alexandria': 5259.0,\n",
       "  'Port of Bandar Abbas': 8476.0,\n",
       "  'Port of Umm Qasr': 9058.0,\n",
       "  'Port of Haifa': 5398.0,\n",
       "  'Port of Aqaba': 5735.0,\n",
       "  'Port of Shuwaikh': 9013.0,\n",
       "  'Port of Beirut': 5355.0,\n",
       "  'Port of Salalah': 7533.0,\n",
       "  'Port of Gaza': 4545.0,\n",
       "  'Port of Doha': 8719.0,\n",
       "  'Port of King Abdul Aziz': 8841.0,\n",
       "  'Port of Jeddah': 6161.0,\n",
       "  'Port of Latakia': 5283.0,\n",
       "  'Port of Mersin': 5258.0,\n",
       "  'Port of Jebel Ali': 8532.0,\n",
       "  'Port of Hodeidah': 6700.0},\n",
       " 'Port of Belgrade': {'Mina Salman': 5416.0,\n",
       "  'Larnaca Port': 1930,\n",
       "  'Port of Alexandria': 1851.0,\n",
       "  'Port of Bandar Abbas': 5106.0,\n",
       "  'Port of Umm Qasr': 5687.0,\n",
       "  'Port of Haifa': 1994.0,\n",
       "  'Port of Aqaba': 2364.0,\n",
       "  'Port of Shuwaikh': 5643.0,\n",
       "  'Port of Beirut': 1949.0,\n",
       "  'Port of Salalah': 4163.0,\n",
       "  'Port of Gaza': 1990.0,\n",
       "  'Port of Doha': 5349.0,\n",
       "  'Port of King Abdul Aziz': 5470.0,\n",
       "  'Port of Jeddah': 2791.0,\n",
       "  'Port of Latakia': 1854.0,\n",
       "  'Port of Mersin': 1829.0,\n",
       "  'Port of Jebel Ali': 5162.0,\n",
       "  'Port of Hodeidah': 3330.0},\n",
       " 'Port of Mersin': {'Mina Salman': 3831.0,\n",
       "  'Larnaca Port': 138,\n",
       "  'Port of Alexandria': 546.0,\n",
       "  'Port of Bandar Abbas': 3520.0,\n",
       "  'Port of Umm Qasr': 4102.0,\n",
       "  'Port of Haifa': 233.0,\n",
       "  'Port of Aqaba': 778.0,\n",
       "  'Port of Shuwaikh': 4057.0,\n",
       "  'Port of Beirut': 191.0,\n",
       "  'Port of Salalah': 2577.0,\n",
       "  'Port of Gaza': 316.0,\n",
       "  'Port of Doha': 3763.0,\n",
       "  'Port of King Abdul Aziz': 3885.0,\n",
       "  'Port of Jeddah': 1205.0,\n",
       "  'Port of Latakia': 89.0,\n",
       "  'Port of Mersin': 0.0,\n",
       "  'Port of Jebel Ali': 3576.0,\n",
       "  'Port of Hodeidah': 1744.0},\n",
       " 'Port of Odessa': {'Mina Salman': 4957.0,\n",
       "  'Larnaca Port': 1056,\n",
       "  'Port of Alexandria': 1390.0,\n",
       "  'Port of Bandar Abbas': 4647.0,\n",
       "  'Port of Umm Qasr': 5228.0,\n",
       "  'Port of Haifa': 1533.0,\n",
       "  'Port of Aqaba': 1905.0,\n",
       "  'Port of Shuwaikh': 5184.0,\n",
       "  'Port of Beirut': 1490.0,\n",
       "  'Port of Salalah': 3704.0,\n",
       "  'Port of Gaza': 1181.0,\n",
       "  'Port of Doha': 4890.0,\n",
       "  'Port of King Abdul Aziz': 5011.0,\n",
       "  'Port of Jeddah': 2332.0,\n",
       "  'Port of Latakia': 1395.0,\n",
       "  'Port of Mersin': 1370.0,\n",
       "  'Port of Jebel Ali': 4703.0,\n",
       "  'Port of Hodeidah': 2871.0},\n",
       " 'Port of New York': {'Mina Salman': 9168.0,\n",
       "  'Larnaca Port': 5137,\n",
       "  'Port of Alexandria': 5618.0,\n",
       "  'Port of Bandar Abbas': 8862.0,\n",
       "  'Port of Umm Qasr': 9417.0,\n",
       "  'Port of Haifa': 5756.0,\n",
       "  'Port of Aqaba': 6104.0,\n",
       "  'Port of Shuwaikh': 9392.0,\n",
       "  'Port of Beirut': 5715.0,\n",
       "  'Port of Salalah': 7930.0,\n",
       "  'Port of Gaza': 5196.0,\n",
       "  'Port of Doha': 9392.0,\n",
       "  'Port of King Abdul Aziz': 9222.0,\n",
       "  'Port of Jeddah': 6521.0,\n",
       "  'Port of Latakia': 5642.0,\n",
       "  'Port of Mersin': 5617.0,\n",
       "  'Port of Jebel Ali': 8918.0,\n",
       "  'Port of Hodeidah': 7105.0},\n",
       " 'Port of Los Angeles': {'Mina Salman': 14552.0,\n",
       "  'Larnaca Port': 9210,\n",
       "  'Port of Alexandria': 11025.0,\n",
       "  'Port of Bandar Abbas': 11057.0,\n",
       "  'Port of Umm Qasr': 11524.0,\n",
       "  'Port of Haifa': 11048.0,\n",
       "  'Port of Aqaba': 11501.0,\n",
       "  'Port of Shuwaikh': 11504.0,\n",
       "  'Port of Beirut': 11122.0,\n",
       "  'Port of Salalah': 11137.0,\n",
       "  'Port of Gaza': 9280.0,\n",
       "  'Port of Doha': 11279.0,\n",
       "  'Port of King Abdul Aziz': 11344.0,\n",
       "  'Port of Jeddah': 11927.0,\n",
       "  'Port of Latakia': 11049.0,\n",
       "  'Port of Mersin': 11024.0,\n",
       "  'Port of Jebel Ali': 11116.0,\n",
       "  'Port of Hodeidah': 12465.0}}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "distance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the Magnesium Demand\n",
    "magnesium_demand=dict(zip(plant_locations, [8468278.472,3233873.54,35189436.81,24147079.57,34647496.52,35053224.54,17204855.61,21280935.13,7977054.899,24029713.29,1817270.705,8871070.021,40827637.68,40827637.68,4836299.485,21355915.7,79042636.28,2577474.09]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Mina Salman': 8468278.472,\n",
       " 'Larnaca Port': 3233873.54,\n",
       " 'Port of Alexandria': 35189436.81,\n",
       " 'Port of Bandar Abbas': 24147079.57,\n",
       " 'Port of Umm Qasr': 34647496.52,\n",
       " 'Port of Haifa': 35053224.54,\n",
       " 'Port of Aqaba': 17204855.61,\n",
       " 'Port of Shuwaikh': 21280935.13,\n",
       " 'Port of Beirut': 7977054.899,\n",
       " 'Port of Salalah': 24029713.29,\n",
       " 'Port of Gaza': 1817270.705,\n",
       " 'Port of Doha': 8871070.021,\n",
       " 'Port of King Abdul Aziz': 40827637.68,\n",
       " 'Port of Jeddah': 40827637.68,\n",
       " 'Port of Latakia': 4836299.485,\n",
       " 'Port of Mersin': 21355915.7,\n",
       " 'Port of Jebel Ali': 79042636.28,\n",
       " 'Port of Hodeidah': 2577474.09}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "magnesium_demand"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the Magnesium Supply\n",
    "magnesium_supply=dict(zip(supply_points, [4204466.2090,1222172.6320,363811.2924,298590444.7000,2010234.6250,1585983.9250,7566106.3450,6113002.8630,4078244.4230,47579.5177,5189339.4020,9195220.1200,4484984.5940,4536578.4990,379084.0981,3324539.5030,41313949.6100,10124868.6300,7057279.1490])) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Port of Santos': 4204466.209,\n",
       " 'Port of Montreal': 1222172.632,\n",
       " 'Port of Vancouver': 363811.2924,\n",
       " 'Port of Shanghai': 298590444.7,\n",
       " 'Port of Marseille': 2010234.625,\n",
       " 'Port of Bandar Abbas': 1585983.925,\n",
       " 'Port of Haifa': 7566106.345,\n",
       " 'Port of Aktau': 6113002.863,\n",
       " 'Port of Busan': 4078244.423,\n",
       " 'Penang Port': 47579.5177,\n",
       " 'Port of Oslo': 5189339.402,\n",
       " 'Port of Vladivostok': 9195220.12,\n",
       " 'Port of Novorossiysk': 4484984.594,\n",
       " 'Port of St. Petersburg': 4536578.499,\n",
       " 'Port of Belgrade': 379084.0981,\n",
       " 'Port of Mersin': 3324539.503,\n",
       " 'Port of Odessa': 41313949.61,\n",
       " 'Port of New York': 10124868.63,\n",
       " 'Port of Los Angeles': 7057279.149}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "magnesium_supply"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Set Problem Variables\n",
    "prob = LpProblem(\"Transportation\", LpMinimize)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "None\n",
       "VARIABLES"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Set Problem Variables\n",
    "routes = [(i,j) for i in supply_points for j in plant_locations]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('Port of Santos', 'Mina Salman'),\n",
       " ('Port of Santos', 'Larnaca Port'),\n",
       " ('Port of Santos', 'Port of Alexandria'),\n",
       " ('Port of Santos', 'Port of Bandar Abbas'),\n",
       " ('Port of Santos', 'Port of Umm Qasr'),\n",
       " ('Port of Santos', 'Port of Haifa'),\n",
       " ('Port of Santos', 'Port of Aqaba'),\n",
       " ('Port of Santos', 'Port of Shuwaikh'),\n",
       " ('Port of Santos', 'Port of Beirut'),\n",
       " ('Port of Santos', 'Port of Salalah'),\n",
       " ('Port of Santos', 'Port of Gaza'),\n",
       " ('Port of Santos', 'Port of Doha'),\n",
       " ('Port of Santos', 'Port of King Abdul Aziz'),\n",
       " ('Port of Santos', 'Port of Jeddah'),\n",
       " ('Port of Santos', 'Port of Latakia'),\n",
       " ('Port of Santos', 'Port of Mersin'),\n",
       " ('Port of Santos', 'Port of Jebel Ali'),\n",
       " ('Port of Santos', 'Port of Hodeidah'),\n",
       " ('Port of Montreal', 'Mina Salman'),\n",
       " ('Port of Montreal', 'Larnaca Port'),\n",
       " ('Port of Montreal', 'Port of Alexandria'),\n",
       " ('Port of Montreal', 'Port of Bandar Abbas'),\n",
       " ('Port of Montreal', 'Port of Umm Qasr'),\n",
       " ('Port of Montreal', 'Port of Haifa'),\n",
       " ('Port of Montreal', 'Port of Aqaba'),\n",
       " ('Port of Montreal', 'Port of Shuwaikh'),\n",
       " ('Port of Montreal', 'Port of Beirut'),\n",
       " ('Port of Montreal', 'Port of Salalah'),\n",
       " ('Port of Montreal', 'Port of Gaza'),\n",
       " ('Port of Montreal', 'Port of Doha'),\n",
       " ('Port of Montreal', 'Port of King Abdul Aziz'),\n",
       " ('Port of Montreal', 'Port of Jeddah'),\n",
       " ('Port of Montreal', 'Port of Latakia'),\n",
       " ('Port of Montreal', 'Port of Mersin'),\n",
       " ('Port of Montreal', 'Port of Jebel Ali'),\n",
       " ('Port of Montreal', 'Port of Hodeidah'),\n",
       " ('Port of Vancouver', 'Mina Salman'),\n",
       " ('Port of Vancouver', 'Larnaca Port'),\n",
       " ('Port of Vancouver', 'Port of Alexandria'),\n",
       " ('Port of Vancouver', 'Port of Bandar Abbas'),\n",
       " ('Port of Vancouver', 'Port of Umm Qasr'),\n",
       " ('Port of Vancouver', 'Port of Haifa'),\n",
       " ('Port of Vancouver', 'Port of Aqaba'),\n",
       " ('Port of Vancouver', 'Port of Shuwaikh'),\n",
       " ('Port of Vancouver', 'Port of Beirut'),\n",
       " ('Port of Vancouver', 'Port of Salalah'),\n",
       " ('Port of Vancouver', 'Port of Gaza'),\n",
       " ('Port of Vancouver', 'Port of Doha'),\n",
       " ('Port of Vancouver', 'Port of King Abdul Aziz'),\n",
       " ('Port of Vancouver', 'Port of Jeddah'),\n",
       " ('Port of Vancouver', 'Port of Latakia'),\n",
       " ('Port of Vancouver', 'Port of Mersin'),\n",
       " ('Port of Vancouver', 'Port of Jebel Ali'),\n",
       " ('Port of Vancouver', 'Port of Hodeidah'),\n",
       " ('Port of Shanghai', 'Mina Salman'),\n",
       " ('Port of Shanghai', 'Larnaca Port'),\n",
       " ('Port of Shanghai', 'Port of Alexandria'),\n",
       " ('Port of Shanghai', 'Port of Bandar Abbas'),\n",
       " ('Port of Shanghai', 'Port of Umm Qasr'),\n",
       " ('Port of Shanghai', 'Port of Haifa'),\n",
       " ('Port of Shanghai', 'Port of Aqaba'),\n",
       " ('Port of Shanghai', 'Port of Shuwaikh'),\n",
       " ('Port of Shanghai', 'Port of Beirut'),\n",
       " ('Port of Shanghai', 'Port of Salalah'),\n",
       " ('Port of Shanghai', 'Port of Gaza'),\n",
       " ('Port of Shanghai', 'Port of Doha'),\n",
       " ('Port of Shanghai', 'Port of King Abdul Aziz'),\n",
       " ('Port of Shanghai', 'Port of Jeddah'),\n",
       " ('Port of Shanghai', 'Port of Latakia'),\n",
       " ('Port of Shanghai', 'Port of Mersin'),\n",
       " ('Port of Shanghai', 'Port of Jebel Ali'),\n",
       " ('Port of Shanghai', 'Port of Hodeidah'),\n",
       " ('Port of Marseille', 'Mina Salman'),\n",
       " ('Port of Marseille', 'Larnaca Port'),\n",
       " ('Port of Marseille', 'Port of Alexandria'),\n",
       " ('Port of Marseille', 'Port of Bandar Abbas'),\n",
       " ('Port of Marseille', 'Port of Umm Qasr'),\n",
       " ('Port of Marseille', 'Port of Haifa'),\n",
       " ('Port of Marseille', 'Port of Aqaba'),\n",
       " ('Port of Marseille', 'Port of Shuwaikh'),\n",
       " ('Port of Marseille', 'Port of Beirut'),\n",
       " ('Port of Marseille', 'Port of Salalah'),\n",
       " ('Port of Marseille', 'Port of Gaza'),\n",
       " ('Port of Marseille', 'Port of Doha'),\n",
       " ('Port of Marseille', 'Port of King Abdul Aziz'),\n",
       " ('Port of Marseille', 'Port of Jeddah'),\n",
       " ('Port of Marseille', 'Port of Latakia'),\n",
       " ('Port of Marseille', 'Port of Mersin'),\n",
       " ('Port of Marseille', 'Port of Jebel Ali'),\n",
       " ('Port of Marseille', 'Port of Hodeidah'),\n",
       " ('Port of Bandar Abbas', 'Mina Salman'),\n",
       " ('Port of Bandar Abbas', 'Larnaca Port'),\n",
       " ('Port of Bandar Abbas', 'Port of Alexandria'),\n",
       " ('Port of Bandar Abbas', 'Port of Bandar Abbas'),\n",
       " ('Port of Bandar Abbas', 'Port of Umm Qasr'),\n",
       " ('Port of Bandar Abbas', 'Port of Haifa'),\n",
       " ('Port of Bandar Abbas', 'Port of Aqaba'),\n",
       " ('Port of Bandar Abbas', 'Port of Shuwaikh'),\n",
       " ('Port of Bandar Abbas', 'Port of Beirut'),\n",
       " ('Port of Bandar Abbas', 'Port of Salalah'),\n",
       " ('Port of Bandar Abbas', 'Port of Gaza'),\n",
       " ('Port of Bandar Abbas', 'Port of Doha'),\n",
       " ('Port of Bandar Abbas', 'Port of King Abdul Aziz'),\n",
       " ('Port of Bandar Abbas', 'Port of Jeddah'),\n",
       " ('Port of Bandar Abbas', 'Port of Latakia'),\n",
       " ('Port of Bandar Abbas', 'Port of Mersin'),\n",
       " ('Port of Bandar Abbas', 'Port of Jebel Ali'),\n",
       " ('Port of Bandar Abbas', 'Port of Hodeidah'),\n",
       " ('Port of Haifa', 'Mina Salman'),\n",
       " ('Port of Haifa', 'Larnaca Port'),\n",
       " ('Port of Haifa', 'Port of Alexandria'),\n",
       " ('Port of Haifa', 'Port of Bandar Abbas'),\n",
       " ('Port of Haifa', 'Port of Umm Qasr'),\n",
       " ('Port of Haifa', 'Port of Haifa'),\n",
       " ('Port of Haifa', 'Port of Aqaba'),\n",
       " ('Port of Haifa', 'Port of Shuwaikh'),\n",
       " ('Port of Haifa', 'Port of Beirut'),\n",
       " ('Port of Haifa', 'Port of Salalah'),\n",
       " ('Port of Haifa', 'Port of Gaza'),\n",
       " ('Port of Haifa', 'Port of Doha'),\n",
       " ('Port of Haifa', 'Port of King Abdul Aziz'),\n",
       " ('Port of Haifa', 'Port of Jeddah'),\n",
       " ('Port of Haifa', 'Port of Latakia'),\n",
       " ('Port of Haifa', 'Port of Mersin'),\n",
       " ('Port of Haifa', 'Port of Jebel Ali'),\n",
       " ('Port of Haifa', 'Port of Hodeidah'),\n",
       " ('Port of Aktau', 'Mina Salman'),\n",
       " ('Port of Aktau', 'Larnaca Port'),\n",
       " ('Port of Aktau', 'Port of Alexandria'),\n",
       " ('Port of Aktau', 'Port of Bandar Abbas'),\n",
       " ('Port of Aktau', 'Port of Umm Qasr'),\n",
       " ('Port of Aktau', 'Port of Haifa'),\n",
       " ('Port of Aktau', 'Port of Aqaba'),\n",
       " ('Port of Aktau', 'Port of Shuwaikh'),\n",
       " ('Port of Aktau', 'Port of Beirut'),\n",
       " ('Port of Aktau', 'Port of Salalah'),\n",
       " ('Port of Aktau', 'Port of Gaza'),\n",
       " ('Port of Aktau', 'Port of Doha'),\n",
       " ('Port of Aktau', 'Port of King Abdul Aziz'),\n",
       " ('Port of Aktau', 'Port of Jeddah'),\n",
       " ('Port of Aktau', 'Port of Latakia'),\n",
       " ('Port of Aktau', 'Port of Mersin'),\n",
       " ('Port of Aktau', 'Port of Jebel Ali'),\n",
       " ('Port of Aktau', 'Port of Hodeidah'),\n",
       " ('Port of Busan', 'Mina Salman'),\n",
       " ('Port of Busan', 'Larnaca Port'),\n",
       " ('Port of Busan', 'Port of Alexandria'),\n",
       " ('Port of Busan', 'Port of Bandar Abbas'),\n",
       " ('Port of Busan', 'Port of Umm Qasr'),\n",
       " ('Port of Busan', 'Port of Haifa'),\n",
       " ('Port of Busan', 'Port of Aqaba'),\n",
       " ('Port of Busan', 'Port of Shuwaikh'),\n",
       " ('Port of Busan', 'Port of Beirut'),\n",
       " ('Port of Busan', 'Port of Salalah'),\n",
       " ('Port of Busan', 'Port of Gaza'),\n",
       " ('Port of Busan', 'Port of Doha'),\n",
       " ('Port of Busan', 'Port of King Abdul Aziz'),\n",
       " ('Port of Busan', 'Port of Jeddah'),\n",
       " ('Port of Busan', 'Port of Latakia'),\n",
       " ('Port of Busan', 'Port of Mersin'),\n",
       " ('Port of Busan', 'Port of Jebel Ali'),\n",
       " ('Port of Busan', 'Port of Hodeidah'),\n",
       " ('Penang Port', 'Mina Salman'),\n",
       " ('Penang Port', 'Larnaca Port'),\n",
       " ('Penang Port', 'Port of Alexandria'),\n",
       " ('Penang Port', 'Port of Bandar Abbas'),\n",
       " ('Penang Port', 'Port of Umm Qasr'),\n",
       " ('Penang Port', 'Port of Haifa'),\n",
       " ('Penang Port', 'Port of Aqaba'),\n",
       " ('Penang Port', 'Port of Shuwaikh'),\n",
       " ('Penang Port', 'Port of Beirut'),\n",
       " ('Penang Port', 'Port of Salalah'),\n",
       " ('Penang Port', 'Port of Gaza'),\n",
       " ('Penang Port', 'Port of Doha'),\n",
       " ('Penang Port', 'Port of King Abdul Aziz'),\n",
       " ('Penang Port', 'Port of Jeddah'),\n",
       " ('Penang Port', 'Port of Latakia'),\n",
       " ('Penang Port', 'Port of Mersin'),\n",
       " ('Penang Port', 'Port of Jebel Ali'),\n",
       " ('Penang Port', 'Port of Hodeidah'),\n",
       " ('Port of Oslo', 'Mina Salman'),\n",
       " ('Port of Oslo', 'Larnaca Port'),\n",
       " ('Port of Oslo', 'Port of Alexandria'),\n",
       " ('Port of Oslo', 'Port of Bandar Abbas'),\n",
       " ('Port of Oslo', 'Port of Umm Qasr'),\n",
       " ('Port of Oslo', 'Port of Haifa'),\n",
       " ('Port of Oslo', 'Port of Aqaba'),\n",
       " ('Port of Oslo', 'Port of Shuwaikh'),\n",
       " ('Port of Oslo', 'Port of Beirut'),\n",
       " ('Port of Oslo', 'Port of Salalah'),\n",
       " ('Port of Oslo', 'Port of Gaza'),\n",
       " ('Port of Oslo', 'Port of Doha'),\n",
       " ('Port of Oslo', 'Port of King Abdul Aziz'),\n",
       " ('Port of Oslo', 'Port of Jeddah'),\n",
       " ('Port of Oslo', 'Port of Latakia'),\n",
       " ('Port of Oslo', 'Port of Mersin'),\n",
       " ('Port of Oslo', 'Port of Jebel Ali'),\n",
       " ('Port of Oslo', 'Port of Hodeidah'),\n",
       " ('Port of Vladivostok', 'Mina Salman'),\n",
       " ('Port of Vladivostok', 'Larnaca Port'),\n",
       " ('Port of Vladivostok', 'Port of Alexandria'),\n",
       " ('Port of Vladivostok', 'Port of Bandar Abbas'),\n",
       " ('Port of Vladivostok', 'Port of Umm Qasr'),\n",
       " ('Port of Vladivostok', 'Port of Haifa'),\n",
       " ('Port of Vladivostok', 'Port of Aqaba'),\n",
       " ('Port of Vladivostok', 'Port of Shuwaikh'),\n",
       " ('Port of Vladivostok', 'Port of Beirut'),\n",
       " ('Port of Vladivostok', 'Port of Salalah'),\n",
       " ('Port of Vladivostok', 'Port of Gaza'),\n",
       " ('Port of Vladivostok', 'Port of Doha'),\n",
       " ('Port of Vladivostok', 'Port of King Abdul Aziz'),\n",
       " ('Port of Vladivostok', 'Port of Jeddah'),\n",
       " ('Port of Vladivostok', 'Port of Latakia'),\n",
       " ('Port of Vladivostok', 'Port of Mersin'),\n",
       " ('Port of Vladivostok', 'Port of Jebel Ali'),\n",
       " ('Port of Vladivostok', 'Port of Hodeidah'),\n",
       " ('Port of Novorossiysk', 'Mina Salman'),\n",
       " ('Port of Novorossiysk', 'Larnaca Port'),\n",
       " ('Port of Novorossiysk', 'Port of Alexandria'),\n",
       " ('Port of Novorossiysk', 'Port of Bandar Abbas'),\n",
       " ('Port of Novorossiysk', 'Port of Umm Qasr'),\n",
       " ('Port of Novorossiysk', 'Port of Haifa'),\n",
       " ('Port of Novorossiysk', 'Port of Aqaba'),\n",
       " ('Port of Novorossiysk', 'Port of Shuwaikh'),\n",
       " ('Port of Novorossiysk', 'Port of Beirut'),\n",
       " ('Port of Novorossiysk', 'Port of Salalah'),\n",
       " ('Port of Novorossiysk', 'Port of Gaza'),\n",
       " ('Port of Novorossiysk', 'Port of Doha'),\n",
       " ('Port of Novorossiysk', 'Port of King Abdul Aziz'),\n",
       " ('Port of Novorossiysk', 'Port of Jeddah'),\n",
       " ('Port of Novorossiysk', 'Port of Latakia'),\n",
       " ('Port of Novorossiysk', 'Port of Mersin'),\n",
       " ('Port of Novorossiysk', 'Port of Jebel Ali'),\n",
       " ('Port of Novorossiysk', 'Port of Hodeidah'),\n",
       " ('Port of St. Petersburg', 'Mina Salman'),\n",
       " ('Port of St. Petersburg', 'Larnaca Port'),\n",
       " ('Port of St. Petersburg', 'Port of Alexandria'),\n",
       " ('Port of St. Petersburg', 'Port of Bandar Abbas'),\n",
       " ('Port of St. Petersburg', 'Port of Umm Qasr'),\n",
       " ('Port of St. Petersburg', 'Port of Haifa'),\n",
       " ('Port of St. Petersburg', 'Port of Aqaba'),\n",
       " ('Port of St. Petersburg', 'Port of Shuwaikh'),\n",
       " ('Port of St. Petersburg', 'Port of Beirut'),\n",
       " ('Port of St. Petersburg', 'Port of Salalah'),\n",
       " ('Port of St. Petersburg', 'Port of Gaza'),\n",
       " ('Port of St. Petersburg', 'Port of Doha'),\n",
       " ('Port of St. Petersburg', 'Port of King Abdul Aziz'),\n",
       " ('Port of St. Petersburg', 'Port of Jeddah'),\n",
       " ('Port of St. Petersburg', 'Port of Latakia'),\n",
       " ('Port of St. Petersburg', 'Port of Mersin'),\n",
       " ('Port of St. Petersburg', 'Port of Jebel Ali'),\n",
       " ('Port of St. Petersburg', 'Port of Hodeidah'),\n",
       " ('Port of Belgrade', 'Mina Salman'),\n",
       " ('Port of Belgrade', 'Larnaca Port'),\n",
       " ('Port of Belgrade', 'Port of Alexandria'),\n",
       " ('Port of Belgrade', 'Port of Bandar Abbas'),\n",
       " ('Port of Belgrade', 'Port of Umm Qasr'),\n",
       " ('Port of Belgrade', 'Port of Haifa'),\n",
       " ('Port of Belgrade', 'Port of Aqaba'),\n",
       " ('Port of Belgrade', 'Port of Shuwaikh'),\n",
       " ('Port of Belgrade', 'Port of Beirut'),\n",
       " ('Port of Belgrade', 'Port of Salalah'),\n",
       " ('Port of Belgrade', 'Port of Gaza'),\n",
       " ('Port of Belgrade', 'Port of Doha'),\n",
       " ('Port of Belgrade', 'Port of King Abdul Aziz'),\n",
       " ('Port of Belgrade', 'Port of Jeddah'),\n",
       " ('Port of Belgrade', 'Port of Latakia'),\n",
       " ('Port of Belgrade', 'Port of Mersin'),\n",
       " ('Port of Belgrade', 'Port of Jebel Ali'),\n",
       " ('Port of Belgrade', 'Port of Hodeidah'),\n",
       " ('Port of Mersin', 'Mina Salman'),\n",
       " ('Port of Mersin', 'Larnaca Port'),\n",
       " ('Port of Mersin', 'Port of Alexandria'),\n",
       " ('Port of Mersin', 'Port of Bandar Abbas'),\n",
       " ('Port of Mersin', 'Port of Umm Qasr'),\n",
       " ('Port of Mersin', 'Port of Haifa'),\n",
       " ('Port of Mersin', 'Port of Aqaba'),\n",
       " ('Port of Mersin', 'Port of Shuwaikh'),\n",
       " ('Port of Mersin', 'Port of Beirut'),\n",
       " ('Port of Mersin', 'Port of Salalah'),\n",
       " ('Port of Mersin', 'Port of Gaza'),\n",
       " ('Port of Mersin', 'Port of Doha'),\n",
       " ('Port of Mersin', 'Port of King Abdul Aziz'),\n",
       " ('Port of Mersin', 'Port of Jeddah'),\n",
       " ('Port of Mersin', 'Port of Latakia'),\n",
       " ('Port of Mersin', 'Port of Mersin'),\n",
       " ('Port of Mersin', 'Port of Jebel Ali'),\n",
       " ('Port of Mersin', 'Port of Hodeidah'),\n",
       " ('Port of Odessa', 'Mina Salman'),\n",
       " ('Port of Odessa', 'Larnaca Port'),\n",
       " ('Port of Odessa', 'Port of Alexandria'),\n",
       " ('Port of Odessa', 'Port of Bandar Abbas'),\n",
       " ('Port of Odessa', 'Port of Umm Qasr'),\n",
       " ('Port of Odessa', 'Port of Haifa'),\n",
       " ('Port of Odessa', 'Port of Aqaba'),\n",
       " ('Port of Odessa', 'Port of Shuwaikh'),\n",
       " ('Port of Odessa', 'Port of Beirut'),\n",
       " ('Port of Odessa', 'Port of Salalah'),\n",
       " ('Port of Odessa', 'Port of Gaza'),\n",
       " ('Port of Odessa', 'Port of Doha'),\n",
       " ('Port of Odessa', 'Port of King Abdul Aziz'),\n",
       " ('Port of Odessa', 'Port of Jeddah'),\n",
       " ('Port of Odessa', 'Port of Latakia'),\n",
       " ('Port of Odessa', 'Port of Mersin'),\n",
       " ('Port of Odessa', 'Port of Jebel Ali'),\n",
       " ('Port of Odessa', 'Port of Hodeidah'),\n",
       " ('Port of New York', 'Mina Salman'),\n",
       " ('Port of New York', 'Larnaca Port'),\n",
       " ('Port of New York', 'Port of Alexandria'),\n",
       " ('Port of New York', 'Port of Bandar Abbas'),\n",
       " ('Port of New York', 'Port of Umm Qasr'),\n",
       " ('Port of New York', 'Port of Haifa'),\n",
       " ('Port of New York', 'Port of Aqaba'),\n",
       " ('Port of New York', 'Port of Shuwaikh'),\n",
       " ('Port of New York', 'Port of Beirut'),\n",
       " ('Port of New York', 'Port of Salalah'),\n",
       " ('Port of New York', 'Port of Gaza'),\n",
       " ('Port of New York', 'Port of Doha'),\n",
       " ('Port of New York', 'Port of King Abdul Aziz'),\n",
       " ('Port of New York', 'Port of Jeddah'),\n",
       " ('Port of New York', 'Port of Latakia'),\n",
       " ('Port of New York', 'Port of Mersin'),\n",
       " ('Port of New York', 'Port of Jebel Ali'),\n",
       " ('Port of New York', 'Port of Hodeidah'),\n",
       " ('Port of Los Angeles', 'Mina Salman'),\n",
       " ('Port of Los Angeles', 'Larnaca Port'),\n",
       " ('Port of Los Angeles', 'Port of Alexandria'),\n",
       " ('Port of Los Angeles', 'Port of Bandar Abbas'),\n",
       " ('Port of Los Angeles', 'Port of Umm Qasr'),\n",
       " ('Port of Los Angeles', 'Port of Haifa'),\n",
       " ('Port of Los Angeles', 'Port of Aqaba'),\n",
       " ('Port of Los Angeles', 'Port of Shuwaikh'),\n",
       " ('Port of Los Angeles', 'Port of Beirut'),\n",
       " ('Port of Los Angeles', 'Port of Salalah'),\n",
       " ('Port of Los Angeles', 'Port of Gaza'),\n",
       " ('Port of Los Angeles', 'Port of Doha'),\n",
       " ('Port of Los Angeles', 'Port of King Abdul Aziz'),\n",
       " ('Port of Los Angeles', 'Port of Jeddah'),\n",
       " ('Port of Los Angeles', 'Port of Latakia'),\n",
       " ('Port of Los Angeles', 'Port of Mersin'),\n",
       " ('Port of Los Angeles', 'Port of Jebel Ali'),\n",
       " ('Port of Los Angeles', 'Port of Hodeidah')]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "routes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Decision Variables\n",
    "X = LpVariable.dicts(\"ShipmentAmount\",(supply_points, plant_locations),0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Port of Santos': {'Mina Salman': ShipmentAmount_Port_of_Santos_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Santos_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Santos_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Santos_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Santos_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Santos_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Santos_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Santos_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Santos_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Santos_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Santos_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Santos_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Santos_Port_of_Hodeidah},\n",
       " 'Port of Montreal': {'Mina Salman': ShipmentAmount_Port_of_Montreal_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Montreal_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Montreal_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Montreal_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Montreal_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Montreal_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Montreal_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Montreal_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Montreal_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Montreal_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Montreal_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Montreal_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah},\n",
       " 'Port of Vancouver': {'Mina Salman': ShipmentAmount_Port_of_Vancouver_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Vancouver_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Vancouver_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Vancouver_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Vancouver_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Vancouver_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Vancouver_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Vancouver_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Vancouver_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah},\n",
       " 'Port of Shanghai': {'Mina Salman': ShipmentAmount_Port_of_Shanghai_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Shanghai_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Shanghai_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Shanghai_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Shanghai_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Shanghai_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Shanghai_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Shanghai_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Shanghai_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah},\n",
       " 'Port of Marseille': {'Mina Salman': ShipmentAmount_Port_of_Marseille_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Marseille_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Marseille_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Marseille_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Marseille_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Marseille_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Marseille_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Marseille_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Marseille_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Marseille_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Marseille_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Marseille_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah},\n",
       " 'Port of Bandar Abbas': {'Mina Salman': ShipmentAmount_Port_of_Bandar_Abbas_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Bandar_Abbas_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Hodeidah},\n",
       " 'Port of Haifa': {'Mina Salman': ShipmentAmount_Port_of_Haifa_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Haifa_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Haifa_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Haifa_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Haifa_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Haifa_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Haifa_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Haifa_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Haifa_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Haifa_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Haifa_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Haifa_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Haifa_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Haifa_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Haifa_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Haifa_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Haifa_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Haifa_Port_of_Hodeidah},\n",
       " 'Port of Aktau': {'Mina Salman': ShipmentAmount_Port_of_Aktau_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Aktau_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Aktau_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Aktau_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Aktau_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Aktau_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Aktau_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Aktau_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Aktau_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Aktau_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Aktau_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Aktau_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Aktau_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Aktau_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Aktau_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Aktau_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Aktau_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Aktau_Port_of_Hodeidah},\n",
       " 'Port of Busan': {'Mina Salman': ShipmentAmount_Port_of_Busan_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Busan_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Busan_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Busan_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Busan_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Busan_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Busan_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Busan_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Busan_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Busan_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Busan_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Busan_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Busan_Port_of_Hodeidah},\n",
       " 'Penang Port': {'Mina Salman': ShipmentAmount_Penang_Port_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Penang_Port_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Penang_Port_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Penang_Port_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Penang_Port_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Penang_Port_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Penang_Port_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Penang_Port_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Penang_Port_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Penang_Port_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Penang_Port_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Penang_Port_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Penang_Port_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Penang_Port_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Penang_Port_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Penang_Port_Port_of_Hodeidah},\n",
       " 'Port of Oslo': {'Mina Salman': ShipmentAmount_Port_of_Oslo_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Oslo_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Oslo_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Oslo_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Oslo_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Oslo_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Oslo_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Oslo_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Oslo_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Oslo_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Oslo_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Oslo_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Oslo_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Oslo_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Oslo_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Oslo_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Oslo_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Oslo_Port_of_Hodeidah},\n",
       " 'Port of Vladivostok': {'Mina Salman': ShipmentAmount_Port_of_Vladivostok_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Vladivostok_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Vladivostok_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah},\n",
       " 'Port of Novorossiysk': {'Mina Salman': ShipmentAmount_Port_of_Novorossiysk_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah},\n",
       " 'Port of St. Petersburg': {'Mina Salman': ShipmentAmount_Port_of_St._Petersburg_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah},\n",
       " 'Port of Belgrade': {'Mina Salman': ShipmentAmount_Port_of_Belgrade_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Belgrade_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Belgrade_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Belgrade_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Belgrade_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Belgrade_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Belgrade_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Belgrade_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Belgrade_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Belgrade_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Belgrade_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Belgrade_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Belgrade_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Belgrade_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Belgrade_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Belgrade_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Belgrade_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Belgrade_Port_of_Hodeidah},\n",
       " 'Port of Mersin': {'Mina Salman': ShipmentAmount_Port_of_Mersin_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Mersin_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Mersin_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Mersin_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Mersin_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Mersin_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Mersin_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Mersin_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Mersin_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Mersin_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Mersin_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Mersin_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah},\n",
       " 'Port of Odessa': {'Mina Salman': ShipmentAmount_Port_of_Odessa_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Odessa_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Odessa_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Odessa_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Odessa_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Odessa_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Odessa_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Odessa_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Odessa_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Odessa_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Odessa_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Odessa_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Odessa_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Odessa_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Odessa_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Odessa_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Odessa_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Odessa_Port_of_Hodeidah},\n",
       " 'Port of New York': {'Mina Salman': ShipmentAmount_Port_of_New_York_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_New_York_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_New_York_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_New_York_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_New_York_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_New_York_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_New_York_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_New_York_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_New_York_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_New_York_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_New_York_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_New_York_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_New_York_Port_of_Hodeidah},\n",
       " 'Port of Los Angeles': {'Mina Salman': ShipmentAmount_Port_of_Los_Angeles_Mina_Salman,\n",
       "  'Larnaca Port': ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah}}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Objective Function\n",
    "prob += sum(X[i][j]*distance[i][j] for (i,j) in routes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "5369*ShipmentAmount_Penang_Port_Larnaca_Port + 3856.0*ShipmentAmount_Penang_Port_Mina_Salman + 5340.0*ShipmentAmount_Penang_Port_Port_of_Alexandria + 4886.0*ShipmentAmount_Penang_Port_Port_of_Aqaba + 3532.0*ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas + 5359.0*ShipmentAmount_Penang_Port_Port_of_Beirut + 3788.0*ShipmentAmount_Penang_Port_Port_of_Doha + 5210.0*ShipmentAmount_Penang_Port_Port_of_Gaza + 5310.0*ShipmentAmount_Penang_Port_Port_of_Haifa + 3777.0*ShipmentAmount_Penang_Port_Port_of_Hodeidah + 3601.0*ShipmentAmount_Penang_Port_Port_of_Jebel_Ali + 4315.0*ShipmentAmount_Penang_Port_Port_of_Jeddah + 3896.0*ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz + 5525.0*ShipmentAmount_Penang_Port_Port_of_Latakia + 5520.0*ShipmentAmount_Penang_Port_Port_of_Mersin + 3245.0*ShipmentAmount_Penang_Port_Port_of_Salalah + 4069.0*ShipmentAmount_Penang_Port_Port_of_Shuwaikh + 4113.0*ShipmentAmount_Penang_Port_Port_of_Umm_Qasr + 2234*ShipmentAmount_Port_of_Aktau_Larnaca_Port + 5279.0*ShipmentAmount_Port_of_Aktau_Mina_Salman + 2089.0*ShipmentAmount_Port_of_Aktau_Port_of_Alexandria + 2557.0*ShipmentAmount_Port_of_Aktau_Port_of_Aqaba + 4996.0*ShipmentAmount_Port_of_Aktau_Port_of_Bandar_Abbas + 2204.0*ShipmentAmount_Port_of_Aktau_Port_of_Beirut + 5239.0*ShipmentAmount_Port_of_Aktau_Port_of_Doha + 2301.0*ShipmentAmount_Port_of_Aktau_Port_of_Gaza + 2201.0*ShipmentAmount_Port_of_Aktau_Port_of_Haifa + 3331.0*ShipmentAmount_Port_of_Aktau_Port_of_Hodeidah + 5094.0*ShipmentAmount_Port_of_Aktau_Port_of_Jebel_Ali + 2878.0*ShipmentAmount_Port_of_Aktau_Port_of_Jeddah + 5301.0*ShipmentAmount_Port_of_Aktau_Port_of_King_Abdul_Aziz + 2204.0*ShipmentAmount_Port_of_Aktau_Port_of_Latakia + 2174.0*ShipmentAmount_Port_of_Aktau_Port_of_Mersin + 4147.0*ShipmentAmount_Port_of_Aktau_Port_of_Salalah + 5471.0*ShipmentAmount_Port_of_Aktau_Port_of_Shuwaikh + 5488.0*ShipmentAmount_Port_of_Aktau_Port_of_Umm_Qasr + 3042*ShipmentAmount_Port_of_Bandar_Abbas_Larnaca_Port + 380.0*ShipmentAmount_Port_of_Bandar_Abbas_Mina_Salman + 3340.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Alexandria + 2886.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Aqaba + 3359.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Beirut + 355.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Doha + 2922.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Gaza + 3310.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Haifa + 1776.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Hodeidah + 173.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jebel_Ali + 2315.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jeddah + 365.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_King_Abdul_Aziz + 3524.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Latakia + 3520.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Mersin + 943.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Salalah + 537.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Shuwaikh + 581.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr + 1930*ShipmentAmount_Port_of_Belgrade_Larnaca_Port + 5416.0*ShipmentAmount_Port_of_Belgrade_Mina_Salman + 1851.0*ShipmentAmount_Port_of_Belgrade_Port_of_Alexandria + 2364.0*ShipmentAmount_Port_of_Belgrade_Port_of_Aqaba + 5106.0*ShipmentAmount_Port_of_Belgrade_Port_of_Bandar_Abbas + 1949.0*ShipmentAmount_Port_of_Belgrade_Port_of_Beirut + 5349.0*ShipmentAmount_Port_of_Belgrade_Port_of_Doha + 1990.0*ShipmentAmount_Port_of_Belgrade_Port_of_Gaza + 1994.0*ShipmentAmount_Port_of_Belgrade_Port_of_Haifa + 3330.0*ShipmentAmount_Port_of_Belgrade_Port_of_Hodeidah + 5162.0*ShipmentAmount_Port_of_Belgrade_Port_of_Jebel_Ali + 2791.0*ShipmentAmount_Port_of_Belgrade_Port_of_Jeddah + 5470.0*ShipmentAmount_Port_of_Belgrade_Port_of_King_Abdul_Aziz + 1854.0*ShipmentAmount_Port_of_Belgrade_Port_of_Latakia + 1829.0*ShipmentAmount_Port_of_Belgrade_Port_of_Mersin + 4163.0*ShipmentAmount_Port_of_Belgrade_Port_of_Salalah + 5643.0*ShipmentAmount_Port_of_Belgrade_Port_of_Shuwaikh + 5687.0*ShipmentAmount_Port_of_Belgrade_Port_of_Umm_Qasr + 8140*ShipmentAmount_Port_of_Busan_Larnaca_Port + 7398.0*ShipmentAmount_Port_of_Busan_Mina_Salman + 8882.0*ShipmentAmount_Port_of_Busan_Port_of_Alexandria + 8428.0*ShipmentAmount_Port_of_Busan_Port_of_Aqaba + 7074.0*ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas + 8901.0*ShipmentAmount_Port_of_Busan_Port_of_Beirut + 7330.0*ShipmentAmount_Port_of_Busan_Port_of_Doha + 8020.0*ShipmentAmount_Port_of_Busan_Port_of_Gaza + 8852.0*ShipmentAmount_Port_of_Busan_Port_of_Haifa + 7318.0*ShipmentAmount_Port_of_Busan_Port_of_Hodeidah + 7143.0*ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali + 7857.0*ShipmentAmount_Port_of_Busan_Port_of_Jeddah + 7438.0*ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz + 9066.0*ShipmentAmount_Port_of_Busan_Port_of_Latakia + 9062.0*ShipmentAmount_Port_of_Busan_Port_of_Mersin + 6786.0*ShipmentAmount_Port_of_Busan_Port_of_Salalah + 7611.0*ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh + 7655.0*ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr + 142*ShipmentAmount_Port_of_Haifa_Larnaca_Port + 3621.0*ShipmentAmount_Port_of_Haifa_Mina_Salman + 370.0*ShipmentAmount_Port_of_Haifa_Port_of_Alexandria + 568.0*ShipmentAmount_Port_of_Haifa_Port_of_Aqaba + 3310.0*ShipmentAmount_Port_of_Haifa_Port_of_Bandar_Abbas + 81.0*ShipmentAmount_Port_of_Haifa_Port_of_Beirut + 3553.0*ShipmentAmount_Port_of_Haifa_Port_of_Doha + 83.0*ShipmentAmount_Port_of_Haifa_Port_of_Gaza + 1534.0*ShipmentAmount_Port_of_Haifa_Port_of_Hodeidah + 3366.0*ShipmentAmount_Port_of_Haifa_Port_of_Jebel_Ali + 995.0*ShipmentAmount_Port_of_Haifa_Port_of_Jeddah + 3674.0*ShipmentAmount_Port_of_Haifa_Port_of_King_Abdul_Aziz + 237.0*ShipmentAmount_Port_of_Haifa_Port_of_Latakia + 233.0*ShipmentAmount_Port_of_Haifa_Port_of_Mersin + 2367.0*ShipmentAmount_Port_of_Haifa_Port_of_Salalah + 3847.0*ShipmentAmount_Port_of_Haifa_Port_of_Shuwaikh + 3891.0*ShipmentAmount_Port_of_Haifa_Port_of_Umm_Qasr + 9210*ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port + 14552.0*ShipmentAmount_Port_of_Los_Angeles_Mina_Salman + 11025.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria + 11501.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba + 11057.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas + 11122.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut + 11279.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha + 9280.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza + 11048.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa + 12465.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah + 11116.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali + 11927.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah + 11344.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz + 11049.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia + 11024.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin + 11137.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah + 11504.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh + 11524.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr + 1550*ShipmentAmount_Port_of_Marseille_Larnaca_Port + 5332.0*ShipmentAmount_Port_of_Marseille_Mina_Salman + 1805.0*ShipmentAmount_Port_of_Marseille_Port_of_Alexandria + 2282.0*ShipmentAmount_Port_of_Marseille_Port_of_Aqaba + 5024.0*ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas + 1900.0*ShipmentAmount_Port_of_Marseille_Port_of_Beirut + 5267.0*ShipmentAmount_Port_of_Marseille_Port_of_Doha + 1631.0*ShipmentAmount_Port_of_Marseille_Port_of_Gaza + 1946.0*ShipmentAmount_Port_of_Marseille_Port_of_Haifa + 3245.0*ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah + 5080.0*ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali + 2709.0*ShipmentAmount_Port_of_Marseille_Port_of_Jeddah + 5388.0*ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz + 1830.0*ShipmentAmount_Port_of_Marseille_Port_of_Latakia + 1806.0*ShipmentAmount_Port_of_Marseille_Port_of_Mersin + 4081.0*ShipmentAmount_Port_of_Marseille_Port_of_Salalah + 5558.0*ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh + 5603.0*ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr + 138*ShipmentAmount_Port_of_Mersin_Larnaca_Port + 3831.0*ShipmentAmount_Port_of_Mersin_Mina_Salman + 546.0*ShipmentAmount_Port_of_Mersin_Port_of_Alexandria + 778.0*ShipmentAmount_Port_of_Mersin_Port_of_Aqaba + 3520.0*ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas + 191.0*ShipmentAmount_Port_of_Mersin_Port_of_Beirut + 3763.0*ShipmentAmount_Port_of_Mersin_Port_of_Doha + 316.0*ShipmentAmount_Port_of_Mersin_Port_of_Gaza + 233.0*ShipmentAmount_Port_of_Mersin_Port_of_Haifa + 1744.0*ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah + 3576.0*ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali + 1205.0*ShipmentAmount_Port_of_Mersin_Port_of_Jeddah + 3885.0*ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz + 89.0*ShipmentAmount_Port_of_Mersin_Port_of_Latakia + 2577.0*ShipmentAmount_Port_of_Mersin_Port_of_Salalah + 4057.0*ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh + 4102.0*ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr + 5106*ShipmentAmount_Port_of_Montreal_Larnaca_Port + 9594.0*ShipmentAmount_Port_of_Montreal_Mina_Salman + 6196.0*ShipmentAmount_Port_of_Montreal_Port_of_Alexandria + 6672.0*ShipmentAmount_Port_of_Montreal_Port_of_Aqaba + 9414.0*ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas + 6020.0*ShipmentAmount_Port_of_Montreal_Port_of_Beirut + 9657.0*ShipmentAmount_Port_of_Montreal_Port_of_Doha + 5165.0*ShipmentAmount_Port_of_Montreal_Port_of_Gaza + 6336.0*ShipmentAmount_Port_of_Montreal_Port_of_Haifa + 7364.0*ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah + 9470.0*ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali + 7099.0*ShipmentAmount_Port_of_Montreal_Port_of_Jeddah + 9778.0*ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz + 6220.0*ShipmentAmount_Port_of_Montreal_Port_of_Latakia + 6195.0*ShipmentAmount_Port_of_Montreal_Port_of_Mersin + 8471.0*ShipmentAmount_Port_of_Montreal_Port_of_Salalah + 9794.0*ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh + 9808.0*ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr + 5137*ShipmentAmount_Port_of_New_York_Larnaca_Port + 9168.0*ShipmentAmount_Port_of_New_York_Mina_Salman + 5618.0*ShipmentAmount_Port_of_New_York_Port_of_Alexandria + 6104.0*ShipmentAmount_Port_of_New_York_Port_of_Aqaba + 8862.0*ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas + 5715.0*ShipmentAmount_Port_of_New_York_Port_of_Beirut + 9392.0*ShipmentAmount_Port_of_New_York_Port_of_Doha + 5196.0*ShipmentAmount_Port_of_New_York_Port_of_Gaza + 5756.0*ShipmentAmount_Port_of_New_York_Port_of_Haifa + 7105.0*ShipmentAmount_Port_of_New_York_Port_of_Hodeidah + 8918.0*ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali + 6521.0*ShipmentAmount_Port_of_New_York_Port_of_Jeddah + 9222.0*ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz + 5642.0*ShipmentAmount_Port_of_New_York_Port_of_Latakia + 5617.0*ShipmentAmount_Port_of_New_York_Port_of_Mersin + 7930.0*ShipmentAmount_Port_of_New_York_Port_of_Salalah + 9392.0*ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh + 9417.0*ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr + 1170*ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port + 5139.0*ShipmentAmount_Port_of_Novorossiysk_Mina_Salman + 1572.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria + 2087.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba + 4829.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas + 1672.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut + 5072.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha + 1295.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza + 1715.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa + 3052.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah + 4885.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali + 2680.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah + 5193.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz + 1577.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia + 1552.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin + 3886.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah + 5366.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh + 5410.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr + 1056*ShipmentAmount_Port_of_Odessa_Larnaca_Port + 4957.0*ShipmentAmount_Port_of_Odessa_Mina_Salman + 1390.0*ShipmentAmount_Port_of_Odessa_Port_of_Alexandria + 1905.0*ShipmentAmount_Port_of_Odessa_Port_of_Aqaba + 4647.0*ShipmentAmount_Port_of_Odessa_Port_of_Bandar_Abbas + 1490.0*ShipmentAmount_Port_of_Odessa_Port_of_Beirut + 4890.0*ShipmentAmount_Port_of_Odessa_Port_of_Doha + 1181.0*ShipmentAmount_Port_of_Odessa_Port_of_Gaza + 1533.0*ShipmentAmount_Port_of_Odessa_Port_of_Haifa + 2871.0*ShipmentAmount_Port_of_Odessa_Port_of_Hodeidah + 4703.0*ShipmentAmount_Port_of_Odessa_Port_of_Jebel_Ali + 2332.0*ShipmentAmount_Port_of_Odessa_Port_of_Jeddah + 5011.0*ShipmentAmount_Port_of_Odessa_Port_of_King_Abdul_Aziz + 1395.0*ShipmentAmount_Port_of_Odessa_Port_of_Latakia + 1370.0*ShipmentAmount_Port_of_Odessa_Port_of_Mersin + 3704.0*ShipmentAmount_Port_of_Odessa_Port_of_Salalah + 5184.0*ShipmentAmount_Port_of_Odessa_Port_of_Shuwaikh + 5228.0*ShipmentAmount_Port_of_Odessa_Port_of_Umm_Qasr + 3772*ShipmentAmount_Port_of_Oslo_Larnaca_Port + 7928.0*ShipmentAmount_Port_of_Oslo_Mina_Salman + 4401.0*ShipmentAmount_Port_of_Oslo_Port_of_Alexandria + 4876.0*ShipmentAmount_Port_of_Oslo_Port_of_Aqaba + 7617.0*ShipmentAmount_Port_of_Oslo_Port_of_Bandar_Abbas + 4497.0*ShipmentAmount_Port_of_Oslo_Port_of_Beirut + 8154.0*ShipmentAmount_Port_of_Oslo_Port_of_Doha + 3831.0*ShipmentAmount_Port_of_Oslo_Port_of_Gaza + 4539.0*ShipmentAmount_Port_of_Oslo_Port_of_Haifa + 5842.0*ShipmentAmount_Port_of_Oslo_Port_of_Hodeidah + 7673.0*ShipmentAmount_Port_of_Oslo_Port_of_Jebel_Ali + 5303.0*ShipmentAmount_Port_of_Oslo_Port_of_Jeddah + 7981.0*ShipmentAmount_Port_of_Oslo_Port_of_King_Abdul_Aziz + 4425.0*ShipmentAmount_Port_of_Oslo_Port_of_Latakia + 10049.0*ShipmentAmount_Port_of_Oslo_Port_of_Mersin + 6675.0*ShipmentAmount_Port_of_Oslo_Port_of_Salalah + 8060.0*ShipmentAmount_Port_of_Oslo_Port_of_Shuwaikh + 8198.0*ShipmentAmount_Port_of_Oslo_Port_of_Umm_Qasr + 6302*ShipmentAmount_Port_of_Santos_Larnaca_Port + 9662.0*ShipmentAmount_Port_of_Santos_Mina_Salman + 7529.0*ShipmentAmount_Port_of_Santos_Port_of_Alexandria + 8005.0*ShipmentAmount_Port_of_Santos_Port_of_Aqaba + 9351.0*ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas + 7626.0*ShipmentAmount_Port_of_Santos_Port_of_Beirut + 9594.0*ShipmentAmount_Port_of_Santos_Port_of_Doha + 6360.0*ShipmentAmount_Port_of_Santos_Port_of_Gaza + 7667.0*ShipmentAmount_Port_of_Santos_Port_of_Haifa + 8624.0*ShipmentAmount_Port_of_Santos_Port_of_Hodeidah + 9407.0*ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali + 8432.0*ShipmentAmount_Port_of_Santos_Port_of_Jeddah + 9716.0*ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz + 7553.0*ShipmentAmount_Port_of_Santos_Port_of_Latakia + 7528.0*ShipmentAmount_Port_of_Santos_Port_of_Mersin + 8408.0*ShipmentAmount_Port_of_Santos_Port_of_Salalah + 9888.0*ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh + 9933.0*ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr + 7780*ShipmentAmount_Port_of_Shanghai_Larnaca_Port + 6882.0*ShipmentAmount_Port_of_Shanghai_Mina_Salman + 8365.0*ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria + 7912.0*ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba + 6557.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas + 8385.0*ShipmentAmount_Port_of_Shanghai_Port_of_Beirut + 6814.0*ShipmentAmount_Port_of_Shanghai_Port_of_Doha + 7660.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gaza + 8336.0*ShipmentAmount_Port_of_Shanghai_Port_of_Haifa + 6802.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah + 6627.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali + 7341.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah + 6922.0*ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz + 8550.0*ShipmentAmount_Port_of_Shanghai_Port_of_Latakia + 8546.0*ShipmentAmount_Port_of_Shanghai_Port_of_Mersin + 6270.0*ShipmentAmount_Port_of_Shanghai_Port_of_Salalah + 7094.0*ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh + 7139.0*ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr + 4486*ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port + 8787.0*ShipmentAmount_Port_of_St._Petersburg_Mina_Salman + 5259.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria + 5735.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba + 8476.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas + 5355.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut + 8719.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha + 4545.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza + 5398.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa + 6700.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah + 8532.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali + 6161.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah + 8841.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz + 5283.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia + 5258.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin + 7533.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah + 9013.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh + 9058.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr + 10295*ShipmentAmount_Port_of_Vancouver_Larnaca_Port + 15871.0*ShipmentAmount_Port_of_Vancouver_Mina_Salman + 12322.0*ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria + 12797.0*ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba + 10381.0*ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas + 12441.0*ShipmentAmount_Port_of_Vancouver_Port_of_Beirut + 10603.0*ShipmentAmount_Port_of_Vancouver_Port_of_Doha + 10365.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gaza + 12461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Haifa + 11270.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah + 10440.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali + 13108.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah + 10668.0*ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz + 12345.0*ShipmentAmount_Port_of_Vancouver_Port_of_Latakia + 12320.0*ShipmentAmount_Port_of_Vancouver_Port_of_Mersin + 10461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Salalah + 10828.0*ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh + 10848.0*ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr + 8642*ShipmentAmount_Port_of_Vladivostok_Larnaca_Port + 7981.0*ShipmentAmount_Port_of_Vladivostok_Mina_Salman + 9465.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria + 9011.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba + 7657.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas + 9485.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut + 7914.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Doha + 8522.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza + 9435.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa + 7902.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah + 7727.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali + 8441.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah + 8022.0*ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz + 9650.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia + 9645.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin + 7370.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah + 8194.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh + 8239.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr + 0.0\n",
       "VARIABLES\n",
       "ShipmentAmount_Penang_Port_Larnaca_Port Continuous\n",
       "ShipmentAmount_Penang_Port_Mina_Salman Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Doha Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Busan_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Busan_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_New_York_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_New_York_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Santos_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Santos_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr Continuous"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "5369*ShipmentAmount_Penang_Port_Larnaca_Port + 3856.0*ShipmentAmount_Penang_Port_Mina_Salman + 5340.0*ShipmentAmount_Penang_Port_Port_of_Alexandria + 4886.0*ShipmentAmount_Penang_Port_Port_of_Aqaba + 3532.0*ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas + 5359.0*ShipmentAmount_Penang_Port_Port_of_Beirut + 3788.0*ShipmentAmount_Penang_Port_Port_of_Doha + 5210.0*ShipmentAmount_Penang_Port_Port_of_Gaza + 5310.0*ShipmentAmount_Penang_Port_Port_of_Haifa + 3777.0*ShipmentAmount_Penang_Port_Port_of_Hodeidah + 3601.0*ShipmentAmount_Penang_Port_Port_of_Jebel_Ali + 4315.0*ShipmentAmount_Penang_Port_Port_of_Jeddah + 3896.0*ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz + 5525.0*ShipmentAmount_Penang_Port_Port_of_Latakia + 5520.0*ShipmentAmount_Penang_Port_Port_of_Mersin + 3245.0*ShipmentAmount_Penang_Port_Port_of_Salalah + 4069.0*ShipmentAmount_Penang_Port_Port_of_Shuwaikh + 4113.0*ShipmentAmount_Penang_Port_Port_of_Umm_Qasr + 2234*ShipmentAmount_Port_of_Aktau_Larnaca_Port + 5279.0*ShipmentAmount_Port_of_Aktau_Mina_Salman + 2089.0*ShipmentAmount_Port_of_Aktau_Port_of_Alexandria + 2557.0*ShipmentAmount_Port_of_Aktau_Port_of_Aqaba + 4996.0*ShipmentAmount_Port_of_Aktau_Port_of_Bandar_Abbas + 2204.0*ShipmentAmount_Port_of_Aktau_Port_of_Beirut + 5239.0*ShipmentAmount_Port_of_Aktau_Port_of_Doha + 2301.0*ShipmentAmount_Port_of_Aktau_Port_of_Gaza + 2201.0*ShipmentAmount_Port_of_Aktau_Port_of_Haifa + 3331.0*ShipmentAmount_Port_of_Aktau_Port_of_Hodeidah + 5094.0*ShipmentAmount_Port_of_Aktau_Port_of_Jebel_Ali + 2878.0*ShipmentAmount_Port_of_Aktau_Port_of_Jeddah + 5301.0*ShipmentAmount_Port_of_Aktau_Port_of_King_Abdul_Aziz + 2204.0*ShipmentAmount_Port_of_Aktau_Port_of_Latakia + 2174.0*ShipmentAmount_Port_of_Aktau_Port_of_Mersin + 4147.0*ShipmentAmount_Port_of_Aktau_Port_of_Salalah + 5471.0*ShipmentAmount_Port_of_Aktau_Port_of_Shuwaikh + 5488.0*ShipmentAmount_Port_of_Aktau_Port_of_Umm_Qasr + 3042*ShipmentAmount_Port_of_Bandar_Abbas_Larnaca_Port + 380.0*ShipmentAmount_Port_of_Bandar_Abbas_Mina_Salman + 3340.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Alexandria + 2886.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Aqaba + 3359.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Beirut + 355.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Doha + 2922.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Gaza + 3310.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Haifa + 1776.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Hodeidah + 173.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jebel_Ali + 2315.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jeddah + 365.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_King_Abdul_Aziz + 3524.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Latakia + 3520.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Mersin + 943.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Salalah + 537.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Shuwaikh + 581.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr + 1930*ShipmentAmount_Port_of_Belgrade_Larnaca_Port + 5416.0*ShipmentAmount_Port_of_Belgrade_Mina_Salman + 1851.0*ShipmentAmount_Port_of_Belgrade_Port_of_Alexandria + 2364.0*ShipmentAmount_Port_of_Belgrade_Port_of_Aqaba + 5106.0*ShipmentAmount_Port_of_Belgrade_Port_of_Bandar_Abbas + 1949.0*ShipmentAmount_Port_of_Belgrade_Port_of_Beirut + 5349.0*ShipmentAmount_Port_of_Belgrade_Port_of_Doha + 1990.0*ShipmentAmount_Port_of_Belgrade_Port_of_Gaza + 1994.0*ShipmentAmount_Port_of_Belgrade_Port_of_Haifa + 3330.0*ShipmentAmount_Port_of_Belgrade_Port_of_Hodeidah + 5162.0*ShipmentAmount_Port_of_Belgrade_Port_of_Jebel_Ali + 2791.0*ShipmentAmount_Port_of_Belgrade_Port_of_Jeddah + 5470.0*ShipmentAmount_Port_of_Belgrade_Port_of_King_Abdul_Aziz + 1854.0*ShipmentAmount_Port_of_Belgrade_Port_of_Latakia + 1829.0*ShipmentAmount_Port_of_Belgrade_Port_of_Mersin + 4163.0*ShipmentAmount_Port_of_Belgrade_Port_of_Salalah + 5643.0*ShipmentAmount_Port_of_Belgrade_Port_of_Shuwaikh + 5687.0*ShipmentAmount_Port_of_Belgrade_Port_of_Umm_Qasr + 8140*ShipmentAmount_Port_of_Busan_Larnaca_Port + 7398.0*ShipmentAmount_Port_of_Busan_Mina_Salman + 8882.0*ShipmentAmount_Port_of_Busan_Port_of_Alexandria + 8428.0*ShipmentAmount_Port_of_Busan_Port_of_Aqaba + 7074.0*ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas + 8901.0*ShipmentAmount_Port_of_Busan_Port_of_Beirut + 7330.0*ShipmentAmount_Port_of_Busan_Port_of_Doha + 8020.0*ShipmentAmount_Port_of_Busan_Port_of_Gaza + 8852.0*ShipmentAmount_Port_of_Busan_Port_of_Haifa + 7318.0*ShipmentAmount_Port_of_Busan_Port_of_Hodeidah + 7143.0*ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali + 7857.0*ShipmentAmount_Port_of_Busan_Port_of_Jeddah + 7438.0*ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz + 9066.0*ShipmentAmount_Port_of_Busan_Port_of_Latakia + 9062.0*ShipmentAmount_Port_of_Busan_Port_of_Mersin + 6786.0*ShipmentAmount_Port_of_Busan_Port_of_Salalah + 7611.0*ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh + 7655.0*ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr + 142*ShipmentAmount_Port_of_Haifa_Larnaca_Port + 3621.0*ShipmentAmount_Port_of_Haifa_Mina_Salman + 370.0*ShipmentAmount_Port_of_Haifa_Port_of_Alexandria + 568.0*ShipmentAmount_Port_of_Haifa_Port_of_Aqaba + 3310.0*ShipmentAmount_Port_of_Haifa_Port_of_Bandar_Abbas + 81.0*ShipmentAmount_Port_of_Haifa_Port_of_Beirut + 3553.0*ShipmentAmount_Port_of_Haifa_Port_of_Doha + 83.0*ShipmentAmount_Port_of_Haifa_Port_of_Gaza + 1534.0*ShipmentAmount_Port_of_Haifa_Port_of_Hodeidah + 3366.0*ShipmentAmount_Port_of_Haifa_Port_of_Jebel_Ali + 995.0*ShipmentAmount_Port_of_Haifa_Port_of_Jeddah + 3674.0*ShipmentAmount_Port_of_Haifa_Port_of_King_Abdul_Aziz + 237.0*ShipmentAmount_Port_of_Haifa_Port_of_Latakia + 233.0*ShipmentAmount_Port_of_Haifa_Port_of_Mersin + 2367.0*ShipmentAmount_Port_of_Haifa_Port_of_Salalah + 3847.0*ShipmentAmount_Port_of_Haifa_Port_of_Shuwaikh + 3891.0*ShipmentAmount_Port_of_Haifa_Port_of_Umm_Qasr + 9210*ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port + 14552.0*ShipmentAmount_Port_of_Los_Angeles_Mina_Salman + 11025.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria + 11501.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba + 11057.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas + 11122.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut + 11279.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha + 9280.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza + 11048.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa + 12465.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah + 11116.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali + 11927.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah + 11344.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz + 11049.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia + 11024.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin + 11137.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah + 11504.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh + 11524.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr + 1550*ShipmentAmount_Port_of_Marseille_Larnaca_Port + 5332.0*ShipmentAmount_Port_of_Marseille_Mina_Salman + 1805.0*ShipmentAmount_Port_of_Marseille_Port_of_Alexandria + 2282.0*ShipmentAmount_Port_of_Marseille_Port_of_Aqaba + 5024.0*ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas + 1900.0*ShipmentAmount_Port_of_Marseille_Port_of_Beirut + 5267.0*ShipmentAmount_Port_of_Marseille_Port_of_Doha + 1631.0*ShipmentAmount_Port_of_Marseille_Port_of_Gaza + 1946.0*ShipmentAmount_Port_of_Marseille_Port_of_Haifa + 3245.0*ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah + 5080.0*ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali + 2709.0*ShipmentAmount_Port_of_Marseille_Port_of_Jeddah + 5388.0*ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz + 1830.0*ShipmentAmount_Port_of_Marseille_Port_of_Latakia + 1806.0*ShipmentAmount_Port_of_Marseille_Port_of_Mersin + 4081.0*ShipmentAmount_Port_of_Marseille_Port_of_Salalah + 5558.0*ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh + 5603.0*ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr + 138*ShipmentAmount_Port_of_Mersin_Larnaca_Port + 3831.0*ShipmentAmount_Port_of_Mersin_Mina_Salman + 546.0*ShipmentAmount_Port_of_Mersin_Port_of_Alexandria + 778.0*ShipmentAmount_Port_of_Mersin_Port_of_Aqaba + 3520.0*ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas + 191.0*ShipmentAmount_Port_of_Mersin_Port_of_Beirut + 3763.0*ShipmentAmount_Port_of_Mersin_Port_of_Doha + 316.0*ShipmentAmount_Port_of_Mersin_Port_of_Gaza + 233.0*ShipmentAmount_Port_of_Mersin_Port_of_Haifa + 1744.0*ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah + 3576.0*ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali + 1205.0*ShipmentAmount_Port_of_Mersin_Port_of_Jeddah + 3885.0*ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz + 89.0*ShipmentAmount_Port_of_Mersin_Port_of_Latakia + 2577.0*ShipmentAmount_Port_of_Mersin_Port_of_Salalah + 4057.0*ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh + 4102.0*ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr + 5106*ShipmentAmount_Port_of_Montreal_Larnaca_Port + 9594.0*ShipmentAmount_Port_of_Montreal_Mina_Salman + 6196.0*ShipmentAmount_Port_of_Montreal_Port_of_Alexandria + 6672.0*ShipmentAmount_Port_of_Montreal_Port_of_Aqaba + 9414.0*ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas + 6020.0*ShipmentAmount_Port_of_Montreal_Port_of_Beirut + 9657.0*ShipmentAmount_Port_of_Montreal_Port_of_Doha + 5165.0*ShipmentAmount_Port_of_Montreal_Port_of_Gaza + 6336.0*ShipmentAmount_Port_of_Montreal_Port_of_Haifa + 7364.0*ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah + 9470.0*ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali + 7099.0*ShipmentAmount_Port_of_Montreal_Port_of_Jeddah + 9778.0*ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz + 6220.0*ShipmentAmount_Port_of_Montreal_Port_of_Latakia + 6195.0*ShipmentAmount_Port_of_Montreal_Port_of_Mersin + 8471.0*ShipmentAmount_Port_of_Montreal_Port_of_Salalah + 9794.0*ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh + 9808.0*ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr + 5137*ShipmentAmount_Port_of_New_York_Larnaca_Port + 9168.0*ShipmentAmount_Port_of_New_York_Mina_Salman + 5618.0*ShipmentAmount_Port_of_New_York_Port_of_Alexandria + 6104.0*ShipmentAmount_Port_of_New_York_Port_of_Aqaba + 8862.0*ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas + 5715.0*ShipmentAmount_Port_of_New_York_Port_of_Beirut + 9392.0*ShipmentAmount_Port_of_New_York_Port_of_Doha + 5196.0*ShipmentAmount_Port_of_New_York_Port_of_Gaza + 5756.0*ShipmentAmount_Port_of_New_York_Port_of_Haifa + 7105.0*ShipmentAmount_Port_of_New_York_Port_of_Hodeidah + 8918.0*ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali + 6521.0*ShipmentAmount_Port_of_New_York_Port_of_Jeddah + 9222.0*ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz + 5642.0*ShipmentAmount_Port_of_New_York_Port_of_Latakia + 5617.0*ShipmentAmount_Port_of_New_York_Port_of_Mersin + 7930.0*ShipmentAmount_Port_of_New_York_Port_of_Salalah + 9392.0*ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh + 9417.0*ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr + 1170*ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port + 5139.0*ShipmentAmount_Port_of_Novorossiysk_Mina_Salman + 1572.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria + 2087.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba + 4829.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas + 1672.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut + 5072.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha + 1295.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza + 1715.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa + 3052.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah + 4885.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali + 2680.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah + 5193.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz + 1577.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia + 1552.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin + 3886.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah + 5366.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh + 5410.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr + 1056*ShipmentAmount_Port_of_Odessa_Larnaca_Port + 4957.0*ShipmentAmount_Port_of_Odessa_Mina_Salman + 1390.0*ShipmentAmount_Port_of_Odessa_Port_of_Alexandria + 1905.0*ShipmentAmount_Port_of_Odessa_Port_of_Aqaba + 4647.0*ShipmentAmount_Port_of_Odessa_Port_of_Bandar_Abbas + 1490.0*ShipmentAmount_Port_of_Odessa_Port_of_Beirut + 4890.0*ShipmentAmount_Port_of_Odessa_Port_of_Doha + 1181.0*ShipmentAmount_Port_of_Odessa_Port_of_Gaza + 1533.0*ShipmentAmount_Port_of_Odessa_Port_of_Haifa + 2871.0*ShipmentAmount_Port_of_Odessa_Port_of_Hodeidah + 4703.0*ShipmentAmount_Port_of_Odessa_Port_of_Jebel_Ali + 2332.0*ShipmentAmount_Port_of_Odessa_Port_of_Jeddah + 5011.0*ShipmentAmount_Port_of_Odessa_Port_of_King_Abdul_Aziz + 1395.0*ShipmentAmount_Port_of_Odessa_Port_of_Latakia + 1370.0*ShipmentAmount_Port_of_Odessa_Port_of_Mersin + 3704.0*ShipmentAmount_Port_of_Odessa_Port_of_Salalah + 5184.0*ShipmentAmount_Port_of_Odessa_Port_of_Shuwaikh + 5228.0*ShipmentAmount_Port_of_Odessa_Port_of_Umm_Qasr + 3772*ShipmentAmount_Port_of_Oslo_Larnaca_Port + 7928.0*ShipmentAmount_Port_of_Oslo_Mina_Salman + 4401.0*ShipmentAmount_Port_of_Oslo_Port_of_Alexandria + 4876.0*ShipmentAmount_Port_of_Oslo_Port_of_Aqaba + 7617.0*ShipmentAmount_Port_of_Oslo_Port_of_Bandar_Abbas + 4497.0*ShipmentAmount_Port_of_Oslo_Port_of_Beirut + 8154.0*ShipmentAmount_Port_of_Oslo_Port_of_Doha + 3831.0*ShipmentAmount_Port_of_Oslo_Port_of_Gaza + 4539.0*ShipmentAmount_Port_of_Oslo_Port_of_Haifa + 5842.0*ShipmentAmount_Port_of_Oslo_Port_of_Hodeidah + 7673.0*ShipmentAmount_Port_of_Oslo_Port_of_Jebel_Ali + 5303.0*ShipmentAmount_Port_of_Oslo_Port_of_Jeddah + 7981.0*ShipmentAmount_Port_of_Oslo_Port_of_King_Abdul_Aziz + 4425.0*ShipmentAmount_Port_of_Oslo_Port_of_Latakia + 10049.0*ShipmentAmount_Port_of_Oslo_Port_of_Mersin + 6675.0*ShipmentAmount_Port_of_Oslo_Port_of_Salalah + 8060.0*ShipmentAmount_Port_of_Oslo_Port_of_Shuwaikh + 8198.0*ShipmentAmount_Port_of_Oslo_Port_of_Umm_Qasr + 6302*ShipmentAmount_Port_of_Santos_Larnaca_Port + 9662.0*ShipmentAmount_Port_of_Santos_Mina_Salman + 7529.0*ShipmentAmount_Port_of_Santos_Port_of_Alexandria + 8005.0*ShipmentAmount_Port_of_Santos_Port_of_Aqaba + 9351.0*ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas + 7626.0*ShipmentAmount_Port_of_Santos_Port_of_Beirut + 9594.0*ShipmentAmount_Port_of_Santos_Port_of_Doha + 6360.0*ShipmentAmount_Port_of_Santos_Port_of_Gaza + 7667.0*ShipmentAmount_Port_of_Santos_Port_of_Haifa + 8624.0*ShipmentAmount_Port_of_Santos_Port_of_Hodeidah + 9407.0*ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali + 8432.0*ShipmentAmount_Port_of_Santos_Port_of_Jeddah + 9716.0*ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz + 7553.0*ShipmentAmount_Port_of_Santos_Port_of_Latakia + 7528.0*ShipmentAmount_Port_of_Santos_Port_of_Mersin + 8408.0*ShipmentAmount_Port_of_Santos_Port_of_Salalah + 9888.0*ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh + 9933.0*ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr + 7780*ShipmentAmount_Port_of_Shanghai_Larnaca_Port + 6882.0*ShipmentAmount_Port_of_Shanghai_Mina_Salman + 8365.0*ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria + 7912.0*ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba + 6557.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas + 8385.0*ShipmentAmount_Port_of_Shanghai_Port_of_Beirut + 6814.0*ShipmentAmount_Port_of_Shanghai_Port_of_Doha + 7660.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gaza + 8336.0*ShipmentAmount_Port_of_Shanghai_Port_of_Haifa + 6802.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah + 6627.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali + 7341.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah + 6922.0*ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz + 8550.0*ShipmentAmount_Port_of_Shanghai_Port_of_Latakia + 8546.0*ShipmentAmount_Port_of_Shanghai_Port_of_Mersin + 6270.0*ShipmentAmount_Port_of_Shanghai_Port_of_Salalah + 7094.0*ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh + 7139.0*ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr + 4486*ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port + 8787.0*ShipmentAmount_Port_of_St._Petersburg_Mina_Salman + 5259.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria + 5735.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba + 8476.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas + 5355.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut + 8719.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha + 4545.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza + 5398.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa + 6700.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah + 8532.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali + 6161.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah + 8841.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz + 5283.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia + 5258.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin + 7533.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah + 9013.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh + 9058.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr + 10295*ShipmentAmount_Port_of_Vancouver_Larnaca_Port + 15871.0*ShipmentAmount_Port_of_Vancouver_Mina_Salman + 12322.0*ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria + 12797.0*ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba + 10381.0*ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas + 12441.0*ShipmentAmount_Port_of_Vancouver_Port_of_Beirut + 10603.0*ShipmentAmount_Port_of_Vancouver_Port_of_Doha + 10365.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gaza + 12461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Haifa + 11270.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah + 10440.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali + 13108.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah + 10668.0*ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz + 12345.0*ShipmentAmount_Port_of_Vancouver_Port_of_Latakia + 12320.0*ShipmentAmount_Port_of_Vancouver_Port_of_Mersin + 10461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Salalah + 10828.0*ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh + 10848.0*ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr + 8642*ShipmentAmount_Port_of_Vladivostok_Larnaca_Port + 7981.0*ShipmentAmount_Port_of_Vladivostok_Mina_Salman + 9465.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria + 9011.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba + 7657.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas + 9485.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut + 7914.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Doha + 8522.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza + 9435.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa + 7902.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah + 7727.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali + 8441.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah + 8022.0*ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz + 9650.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia + 9645.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin + 7370.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah + 8194.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh + 8239.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr + 0.0\n",
       "SUBJECT TO\n",
       "_C1: ShipmentAmount_Penang_Port_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Aktau_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Belgrade_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Busan_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Haifa_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Marseille_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Mersin_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Montreal_Mina_Salman\n",
       " + ShipmentAmount_Port_of_New_York_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Odessa_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Oslo_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Santos_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Shanghai_Mina_Salman\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vancouver_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vladivostok_Mina_Salman >= 8468278.472\n",
       "\n",
       "_C2: ShipmentAmount_Penang_Port_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Aktau_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Belgrade_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Busan_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Haifa_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Marseille_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Mersin_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Montreal_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_New_York_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Odessa_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Oslo_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Santos_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Shanghai_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vancouver_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vladivostok_Larnaca_Port >= 3233873.54\n",
       "\n",
       "_C3: ShipmentAmount_Penang_Port_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria >= 35189436.81\n",
       "\n",
       "_C4: ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas >= 24147079.57\n",
       "\n",
       "_C5: ShipmentAmount_Penang_Port_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr >= 34647496.52\n",
       "\n",
       "_C6: ShipmentAmount_Penang_Port_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa >= 35053224.54\n",
       "\n",
       "_C7: ShipmentAmount_Penang_Port_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba >= 17204855.61\n",
       "\n",
       "_C8: ShipmentAmount_Penang_Port_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh >= 21280935.13\n",
       "\n",
       "_C9: ShipmentAmount_Penang_Port_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut >= 7977054.899\n",
       "\n",
       "_C10: ShipmentAmount_Penang_Port_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah >= 24029713.29\n",
       "\n",
       "_C11: ShipmentAmount_Penang_Port_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza >= 1817270.705\n",
       "\n",
       "_C12: ShipmentAmount_Penang_Port_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Doha >= 8871070.021\n",
       "\n",
       "_C13: ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz >= 40827637.68\n",
       "\n",
       "_C14: ShipmentAmount_Penang_Port_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah >= 40827637.68\n",
       "\n",
       "_C15: ShipmentAmount_Penang_Port_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia >= 4836299.485\n",
       "\n",
       "_C16: ShipmentAmount_Penang_Port_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin >= 21355915.7\n",
       "\n",
       "_C17: ShipmentAmount_Penang_Port_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali >= 79042636.28\n",
       "\n",
       "_C18: ShipmentAmount_Penang_Port_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah >= 2577474.09\n",
       "\n",
       "VARIABLES\n",
       "ShipmentAmount_Penang_Port_Larnaca_Port Continuous\n",
       "ShipmentAmount_Penang_Port_Mina_Salman Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Doha Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Busan_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Busan_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_New_York_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_New_York_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Santos_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Santos_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr Continuous"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Constraints\n",
    "for j in plant_locations:\n",
    "    prob += sum(X[i][j] for i in supply_points) >= magnesium_demand[j]\n",
    "    \n",
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "5369*ShipmentAmount_Penang_Port_Larnaca_Port + 3856.0*ShipmentAmount_Penang_Port_Mina_Salman + 5340.0*ShipmentAmount_Penang_Port_Port_of_Alexandria + 4886.0*ShipmentAmount_Penang_Port_Port_of_Aqaba + 3532.0*ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas + 5359.0*ShipmentAmount_Penang_Port_Port_of_Beirut + 3788.0*ShipmentAmount_Penang_Port_Port_of_Doha + 5210.0*ShipmentAmount_Penang_Port_Port_of_Gaza + 5310.0*ShipmentAmount_Penang_Port_Port_of_Haifa + 3777.0*ShipmentAmount_Penang_Port_Port_of_Hodeidah + 3601.0*ShipmentAmount_Penang_Port_Port_of_Jebel_Ali + 4315.0*ShipmentAmount_Penang_Port_Port_of_Jeddah + 3896.0*ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz + 5525.0*ShipmentAmount_Penang_Port_Port_of_Latakia + 5520.0*ShipmentAmount_Penang_Port_Port_of_Mersin + 3245.0*ShipmentAmount_Penang_Port_Port_of_Salalah + 4069.0*ShipmentAmount_Penang_Port_Port_of_Shuwaikh + 4113.0*ShipmentAmount_Penang_Port_Port_of_Umm_Qasr + 2234*ShipmentAmount_Port_of_Aktau_Larnaca_Port + 5279.0*ShipmentAmount_Port_of_Aktau_Mina_Salman + 2089.0*ShipmentAmount_Port_of_Aktau_Port_of_Alexandria + 2557.0*ShipmentAmount_Port_of_Aktau_Port_of_Aqaba + 4996.0*ShipmentAmount_Port_of_Aktau_Port_of_Bandar_Abbas + 2204.0*ShipmentAmount_Port_of_Aktau_Port_of_Beirut + 5239.0*ShipmentAmount_Port_of_Aktau_Port_of_Doha + 2301.0*ShipmentAmount_Port_of_Aktau_Port_of_Gaza + 2201.0*ShipmentAmount_Port_of_Aktau_Port_of_Haifa + 3331.0*ShipmentAmount_Port_of_Aktau_Port_of_Hodeidah + 5094.0*ShipmentAmount_Port_of_Aktau_Port_of_Jebel_Ali + 2878.0*ShipmentAmount_Port_of_Aktau_Port_of_Jeddah + 5301.0*ShipmentAmount_Port_of_Aktau_Port_of_King_Abdul_Aziz + 2204.0*ShipmentAmount_Port_of_Aktau_Port_of_Latakia + 2174.0*ShipmentAmount_Port_of_Aktau_Port_of_Mersin + 4147.0*ShipmentAmount_Port_of_Aktau_Port_of_Salalah + 5471.0*ShipmentAmount_Port_of_Aktau_Port_of_Shuwaikh + 5488.0*ShipmentAmount_Port_of_Aktau_Port_of_Umm_Qasr + 3042*ShipmentAmount_Port_of_Bandar_Abbas_Larnaca_Port + 380.0*ShipmentAmount_Port_of_Bandar_Abbas_Mina_Salman + 3340.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Alexandria + 2886.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Aqaba + 3359.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Beirut + 355.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Doha + 2922.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Gaza + 3310.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Haifa + 1776.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Hodeidah + 173.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jebel_Ali + 2315.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jeddah + 365.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_King_Abdul_Aziz + 3524.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Latakia + 3520.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Mersin + 943.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Salalah + 537.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Shuwaikh + 581.0*ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr + 1930*ShipmentAmount_Port_of_Belgrade_Larnaca_Port + 5416.0*ShipmentAmount_Port_of_Belgrade_Mina_Salman + 1851.0*ShipmentAmount_Port_of_Belgrade_Port_of_Alexandria + 2364.0*ShipmentAmount_Port_of_Belgrade_Port_of_Aqaba + 5106.0*ShipmentAmount_Port_of_Belgrade_Port_of_Bandar_Abbas + 1949.0*ShipmentAmount_Port_of_Belgrade_Port_of_Beirut + 5349.0*ShipmentAmount_Port_of_Belgrade_Port_of_Doha + 1990.0*ShipmentAmount_Port_of_Belgrade_Port_of_Gaza + 1994.0*ShipmentAmount_Port_of_Belgrade_Port_of_Haifa + 3330.0*ShipmentAmount_Port_of_Belgrade_Port_of_Hodeidah + 5162.0*ShipmentAmount_Port_of_Belgrade_Port_of_Jebel_Ali + 2791.0*ShipmentAmount_Port_of_Belgrade_Port_of_Jeddah + 5470.0*ShipmentAmount_Port_of_Belgrade_Port_of_King_Abdul_Aziz + 1854.0*ShipmentAmount_Port_of_Belgrade_Port_of_Latakia + 1829.0*ShipmentAmount_Port_of_Belgrade_Port_of_Mersin + 4163.0*ShipmentAmount_Port_of_Belgrade_Port_of_Salalah + 5643.0*ShipmentAmount_Port_of_Belgrade_Port_of_Shuwaikh + 5687.0*ShipmentAmount_Port_of_Belgrade_Port_of_Umm_Qasr + 8140*ShipmentAmount_Port_of_Busan_Larnaca_Port + 7398.0*ShipmentAmount_Port_of_Busan_Mina_Salman + 8882.0*ShipmentAmount_Port_of_Busan_Port_of_Alexandria + 8428.0*ShipmentAmount_Port_of_Busan_Port_of_Aqaba + 7074.0*ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas + 8901.0*ShipmentAmount_Port_of_Busan_Port_of_Beirut + 7330.0*ShipmentAmount_Port_of_Busan_Port_of_Doha + 8020.0*ShipmentAmount_Port_of_Busan_Port_of_Gaza + 8852.0*ShipmentAmount_Port_of_Busan_Port_of_Haifa + 7318.0*ShipmentAmount_Port_of_Busan_Port_of_Hodeidah + 7143.0*ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali + 7857.0*ShipmentAmount_Port_of_Busan_Port_of_Jeddah + 7438.0*ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz + 9066.0*ShipmentAmount_Port_of_Busan_Port_of_Latakia + 9062.0*ShipmentAmount_Port_of_Busan_Port_of_Mersin + 6786.0*ShipmentAmount_Port_of_Busan_Port_of_Salalah + 7611.0*ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh + 7655.0*ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr + 142*ShipmentAmount_Port_of_Haifa_Larnaca_Port + 3621.0*ShipmentAmount_Port_of_Haifa_Mina_Salman + 370.0*ShipmentAmount_Port_of_Haifa_Port_of_Alexandria + 568.0*ShipmentAmount_Port_of_Haifa_Port_of_Aqaba + 3310.0*ShipmentAmount_Port_of_Haifa_Port_of_Bandar_Abbas + 81.0*ShipmentAmount_Port_of_Haifa_Port_of_Beirut + 3553.0*ShipmentAmount_Port_of_Haifa_Port_of_Doha + 83.0*ShipmentAmount_Port_of_Haifa_Port_of_Gaza + 1534.0*ShipmentAmount_Port_of_Haifa_Port_of_Hodeidah + 3366.0*ShipmentAmount_Port_of_Haifa_Port_of_Jebel_Ali + 995.0*ShipmentAmount_Port_of_Haifa_Port_of_Jeddah + 3674.0*ShipmentAmount_Port_of_Haifa_Port_of_King_Abdul_Aziz + 237.0*ShipmentAmount_Port_of_Haifa_Port_of_Latakia + 233.0*ShipmentAmount_Port_of_Haifa_Port_of_Mersin + 2367.0*ShipmentAmount_Port_of_Haifa_Port_of_Salalah + 3847.0*ShipmentAmount_Port_of_Haifa_Port_of_Shuwaikh + 3891.0*ShipmentAmount_Port_of_Haifa_Port_of_Umm_Qasr + 9210*ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port + 14552.0*ShipmentAmount_Port_of_Los_Angeles_Mina_Salman + 11025.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria + 11501.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba + 11057.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas + 11122.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut + 11279.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha + 9280.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza + 11048.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa + 12465.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah + 11116.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali + 11927.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah + 11344.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz + 11049.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia + 11024.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin + 11137.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah + 11504.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh + 11524.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr + 1550*ShipmentAmount_Port_of_Marseille_Larnaca_Port + 5332.0*ShipmentAmount_Port_of_Marseille_Mina_Salman + 1805.0*ShipmentAmount_Port_of_Marseille_Port_of_Alexandria + 2282.0*ShipmentAmount_Port_of_Marseille_Port_of_Aqaba + 5024.0*ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas + 1900.0*ShipmentAmount_Port_of_Marseille_Port_of_Beirut + 5267.0*ShipmentAmount_Port_of_Marseille_Port_of_Doha + 1631.0*ShipmentAmount_Port_of_Marseille_Port_of_Gaza + 1946.0*ShipmentAmount_Port_of_Marseille_Port_of_Haifa + 3245.0*ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah + 5080.0*ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali + 2709.0*ShipmentAmount_Port_of_Marseille_Port_of_Jeddah + 5388.0*ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz + 1830.0*ShipmentAmount_Port_of_Marseille_Port_of_Latakia + 1806.0*ShipmentAmount_Port_of_Marseille_Port_of_Mersin + 4081.0*ShipmentAmount_Port_of_Marseille_Port_of_Salalah + 5558.0*ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh + 5603.0*ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr + 138*ShipmentAmount_Port_of_Mersin_Larnaca_Port + 3831.0*ShipmentAmount_Port_of_Mersin_Mina_Salman + 546.0*ShipmentAmount_Port_of_Mersin_Port_of_Alexandria + 778.0*ShipmentAmount_Port_of_Mersin_Port_of_Aqaba + 3520.0*ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas + 191.0*ShipmentAmount_Port_of_Mersin_Port_of_Beirut + 3763.0*ShipmentAmount_Port_of_Mersin_Port_of_Doha + 316.0*ShipmentAmount_Port_of_Mersin_Port_of_Gaza + 233.0*ShipmentAmount_Port_of_Mersin_Port_of_Haifa + 1744.0*ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah + 3576.0*ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali + 1205.0*ShipmentAmount_Port_of_Mersin_Port_of_Jeddah + 3885.0*ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz + 89.0*ShipmentAmount_Port_of_Mersin_Port_of_Latakia + 2577.0*ShipmentAmount_Port_of_Mersin_Port_of_Salalah + 4057.0*ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh + 4102.0*ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr + 5106*ShipmentAmount_Port_of_Montreal_Larnaca_Port + 9594.0*ShipmentAmount_Port_of_Montreal_Mina_Salman + 6196.0*ShipmentAmount_Port_of_Montreal_Port_of_Alexandria + 6672.0*ShipmentAmount_Port_of_Montreal_Port_of_Aqaba + 9414.0*ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas + 6020.0*ShipmentAmount_Port_of_Montreal_Port_of_Beirut + 9657.0*ShipmentAmount_Port_of_Montreal_Port_of_Doha + 5165.0*ShipmentAmount_Port_of_Montreal_Port_of_Gaza + 6336.0*ShipmentAmount_Port_of_Montreal_Port_of_Haifa + 7364.0*ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah + 9470.0*ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali + 7099.0*ShipmentAmount_Port_of_Montreal_Port_of_Jeddah + 9778.0*ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz + 6220.0*ShipmentAmount_Port_of_Montreal_Port_of_Latakia + 6195.0*ShipmentAmount_Port_of_Montreal_Port_of_Mersin + 8471.0*ShipmentAmount_Port_of_Montreal_Port_of_Salalah + 9794.0*ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh + 9808.0*ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr + 5137*ShipmentAmount_Port_of_New_York_Larnaca_Port + 9168.0*ShipmentAmount_Port_of_New_York_Mina_Salman + 5618.0*ShipmentAmount_Port_of_New_York_Port_of_Alexandria + 6104.0*ShipmentAmount_Port_of_New_York_Port_of_Aqaba + 8862.0*ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas + 5715.0*ShipmentAmount_Port_of_New_York_Port_of_Beirut + 9392.0*ShipmentAmount_Port_of_New_York_Port_of_Doha + 5196.0*ShipmentAmount_Port_of_New_York_Port_of_Gaza + 5756.0*ShipmentAmount_Port_of_New_York_Port_of_Haifa + 7105.0*ShipmentAmount_Port_of_New_York_Port_of_Hodeidah + 8918.0*ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali + 6521.0*ShipmentAmount_Port_of_New_York_Port_of_Jeddah + 9222.0*ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz + 5642.0*ShipmentAmount_Port_of_New_York_Port_of_Latakia + 5617.0*ShipmentAmount_Port_of_New_York_Port_of_Mersin + 7930.0*ShipmentAmount_Port_of_New_York_Port_of_Salalah + 9392.0*ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh + 9417.0*ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr + 1170*ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port + 5139.0*ShipmentAmount_Port_of_Novorossiysk_Mina_Salman + 1572.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria + 2087.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba + 4829.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas + 1672.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut + 5072.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha + 1295.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza + 1715.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa + 3052.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah + 4885.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali + 2680.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah + 5193.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz + 1577.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia + 1552.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin + 3886.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah + 5366.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh + 5410.0*ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr + 1056*ShipmentAmount_Port_of_Odessa_Larnaca_Port + 4957.0*ShipmentAmount_Port_of_Odessa_Mina_Salman + 1390.0*ShipmentAmount_Port_of_Odessa_Port_of_Alexandria + 1905.0*ShipmentAmount_Port_of_Odessa_Port_of_Aqaba + 4647.0*ShipmentAmount_Port_of_Odessa_Port_of_Bandar_Abbas + 1490.0*ShipmentAmount_Port_of_Odessa_Port_of_Beirut + 4890.0*ShipmentAmount_Port_of_Odessa_Port_of_Doha + 1181.0*ShipmentAmount_Port_of_Odessa_Port_of_Gaza + 1533.0*ShipmentAmount_Port_of_Odessa_Port_of_Haifa + 2871.0*ShipmentAmount_Port_of_Odessa_Port_of_Hodeidah + 4703.0*ShipmentAmount_Port_of_Odessa_Port_of_Jebel_Ali + 2332.0*ShipmentAmount_Port_of_Odessa_Port_of_Jeddah + 5011.0*ShipmentAmount_Port_of_Odessa_Port_of_King_Abdul_Aziz + 1395.0*ShipmentAmount_Port_of_Odessa_Port_of_Latakia + 1370.0*ShipmentAmount_Port_of_Odessa_Port_of_Mersin + 3704.0*ShipmentAmount_Port_of_Odessa_Port_of_Salalah + 5184.0*ShipmentAmount_Port_of_Odessa_Port_of_Shuwaikh + 5228.0*ShipmentAmount_Port_of_Odessa_Port_of_Umm_Qasr + 3772*ShipmentAmount_Port_of_Oslo_Larnaca_Port + 7928.0*ShipmentAmount_Port_of_Oslo_Mina_Salman + 4401.0*ShipmentAmount_Port_of_Oslo_Port_of_Alexandria + 4876.0*ShipmentAmount_Port_of_Oslo_Port_of_Aqaba + 7617.0*ShipmentAmount_Port_of_Oslo_Port_of_Bandar_Abbas + 4497.0*ShipmentAmount_Port_of_Oslo_Port_of_Beirut + 8154.0*ShipmentAmount_Port_of_Oslo_Port_of_Doha + 3831.0*ShipmentAmount_Port_of_Oslo_Port_of_Gaza + 4539.0*ShipmentAmount_Port_of_Oslo_Port_of_Haifa + 5842.0*ShipmentAmount_Port_of_Oslo_Port_of_Hodeidah + 7673.0*ShipmentAmount_Port_of_Oslo_Port_of_Jebel_Ali + 5303.0*ShipmentAmount_Port_of_Oslo_Port_of_Jeddah + 7981.0*ShipmentAmount_Port_of_Oslo_Port_of_King_Abdul_Aziz + 4425.0*ShipmentAmount_Port_of_Oslo_Port_of_Latakia + 10049.0*ShipmentAmount_Port_of_Oslo_Port_of_Mersin + 6675.0*ShipmentAmount_Port_of_Oslo_Port_of_Salalah + 8060.0*ShipmentAmount_Port_of_Oslo_Port_of_Shuwaikh + 8198.0*ShipmentAmount_Port_of_Oslo_Port_of_Umm_Qasr + 6302*ShipmentAmount_Port_of_Santos_Larnaca_Port + 9662.0*ShipmentAmount_Port_of_Santos_Mina_Salman + 7529.0*ShipmentAmount_Port_of_Santos_Port_of_Alexandria + 8005.0*ShipmentAmount_Port_of_Santos_Port_of_Aqaba + 9351.0*ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas + 7626.0*ShipmentAmount_Port_of_Santos_Port_of_Beirut + 9594.0*ShipmentAmount_Port_of_Santos_Port_of_Doha + 6360.0*ShipmentAmount_Port_of_Santos_Port_of_Gaza + 7667.0*ShipmentAmount_Port_of_Santos_Port_of_Haifa + 8624.0*ShipmentAmount_Port_of_Santos_Port_of_Hodeidah + 9407.0*ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali + 8432.0*ShipmentAmount_Port_of_Santos_Port_of_Jeddah + 9716.0*ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz + 7553.0*ShipmentAmount_Port_of_Santos_Port_of_Latakia + 7528.0*ShipmentAmount_Port_of_Santos_Port_of_Mersin + 8408.0*ShipmentAmount_Port_of_Santos_Port_of_Salalah + 9888.0*ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh + 9933.0*ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr + 7780*ShipmentAmount_Port_of_Shanghai_Larnaca_Port + 6882.0*ShipmentAmount_Port_of_Shanghai_Mina_Salman + 8365.0*ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria + 7912.0*ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba + 6557.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas + 8385.0*ShipmentAmount_Port_of_Shanghai_Port_of_Beirut + 6814.0*ShipmentAmount_Port_of_Shanghai_Port_of_Doha + 7660.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gaza + 8336.0*ShipmentAmount_Port_of_Shanghai_Port_of_Haifa + 6802.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah + 6627.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali + 7341.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah + 6922.0*ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz + 8550.0*ShipmentAmount_Port_of_Shanghai_Port_of_Latakia + 8546.0*ShipmentAmount_Port_of_Shanghai_Port_of_Mersin + 6270.0*ShipmentAmount_Port_of_Shanghai_Port_of_Salalah + 7094.0*ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh + 7139.0*ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr + 4486*ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port + 8787.0*ShipmentAmount_Port_of_St._Petersburg_Mina_Salman + 5259.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria + 5735.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba + 8476.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas + 5355.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut + 8719.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha + 4545.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza + 5398.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa + 6700.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah + 8532.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali + 6161.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah + 8841.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz + 5283.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia + 5258.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin + 7533.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah + 9013.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh + 9058.0*ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr + 10295*ShipmentAmount_Port_of_Vancouver_Larnaca_Port + 15871.0*ShipmentAmount_Port_of_Vancouver_Mina_Salman + 12322.0*ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria + 12797.0*ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba + 10381.0*ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas + 12441.0*ShipmentAmount_Port_of_Vancouver_Port_of_Beirut + 10603.0*ShipmentAmount_Port_of_Vancouver_Port_of_Doha + 10365.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gaza + 12461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Haifa + 11270.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah + 10440.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali + 13108.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah + 10668.0*ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz + 12345.0*ShipmentAmount_Port_of_Vancouver_Port_of_Latakia + 12320.0*ShipmentAmount_Port_of_Vancouver_Port_of_Mersin + 10461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Salalah + 10828.0*ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh + 10848.0*ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr + 8642*ShipmentAmount_Port_of_Vladivostok_Larnaca_Port + 7981.0*ShipmentAmount_Port_of_Vladivostok_Mina_Salman + 9465.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria + 9011.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba + 7657.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas + 9485.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut + 7914.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Doha + 8522.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza + 9435.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa + 7902.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah + 7727.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali + 8441.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah + 8022.0*ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz + 9650.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia + 9645.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin + 7370.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah + 8194.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh + 8239.0*ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr + 0.0\n",
       "SUBJECT TO\n",
       "_C1: ShipmentAmount_Penang_Port_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Aktau_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Belgrade_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Busan_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Haifa_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Marseille_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Mersin_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Montreal_Mina_Salman\n",
       " + ShipmentAmount_Port_of_New_York_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Odessa_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Oslo_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Santos_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Shanghai_Mina_Salman\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vancouver_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vladivostok_Mina_Salman >= 8468278.472\n",
       "\n",
       "_C2: ShipmentAmount_Penang_Port_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Aktau_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Belgrade_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Busan_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Haifa_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Marseille_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Mersin_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Montreal_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_New_York_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Odessa_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Oslo_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Santos_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Shanghai_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vancouver_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vladivostok_Larnaca_Port >= 3233873.54\n",
       "\n",
       "_C3: ShipmentAmount_Penang_Port_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria >= 35189436.81\n",
       "\n",
       "_C4: ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas >= 24147079.57\n",
       "\n",
       "_C5: ShipmentAmount_Penang_Port_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr >= 34647496.52\n",
       "\n",
       "_C6: ShipmentAmount_Penang_Port_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa >= 35053224.54\n",
       "\n",
       "_C7: ShipmentAmount_Penang_Port_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba >= 17204855.61\n",
       "\n",
       "_C8: ShipmentAmount_Penang_Port_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh >= 21280935.13\n",
       "\n",
       "_C9: ShipmentAmount_Penang_Port_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut >= 7977054.899\n",
       "\n",
       "_C10: ShipmentAmount_Penang_Port_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah >= 24029713.29\n",
       "\n",
       "_C11: ShipmentAmount_Penang_Port_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza >= 1817270.705\n",
       "\n",
       "_C12: ShipmentAmount_Penang_Port_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Doha >= 8871070.021\n",
       "\n",
       "_C13: ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz >= 40827637.68\n",
       "\n",
       "_C14: ShipmentAmount_Penang_Port_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah >= 40827637.68\n",
       "\n",
       "_C15: ShipmentAmount_Penang_Port_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia >= 4836299.485\n",
       "\n",
       "_C16: ShipmentAmount_Penang_Port_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin >= 21355915.7\n",
       "\n",
       "_C17: ShipmentAmount_Penang_Port_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali >= 79042636.28\n",
       "\n",
       "_C18: ShipmentAmount_Penang_Port_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah >= 2577474.09\n",
       "\n",
       "_C19: ShipmentAmount_Port_of_Santos_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Santos_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr = 4204466.209\n",
       "\n",
       "_C20: ShipmentAmount_Port_of_Montreal_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Montreal_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr = 1222172.632\n",
       "\n",
       "_C21: ShipmentAmount_Port_of_Vancouver_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vancouver_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr = 363811.2924\n",
       "\n",
       "_C22: ShipmentAmount_Port_of_Shanghai_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Shanghai_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr = 298590444.7\n",
       "\n",
       "_C23: ShipmentAmount_Port_of_Marseille_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Marseille_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr = 2010234.625\n",
       "\n",
       "_C24: ShipmentAmount_Port_of_Bandar_Abbas_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr = 1585983.925\n",
       "\n",
       "_C25: ShipmentAmount_Port_of_Haifa_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Haifa_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Haifa_Port_of_Umm_Qasr = 7566106.345\n",
       "\n",
       "_C26: ShipmentAmount_Port_of_Aktau_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Aktau_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Aktau_Port_of_Umm_Qasr = 6113002.863\n",
       "\n",
       "_C27: ShipmentAmount_Port_of_Busan_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Busan_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr = 4078244.423\n",
       "\n",
       "_C28: ShipmentAmount_Penang_Port_Larnaca_Port\n",
       " + ShipmentAmount_Penang_Port_Mina_Salman\n",
       " + ShipmentAmount_Penang_Port_Port_of_Alexandria\n",
       " + ShipmentAmount_Penang_Port_Port_of_Aqaba\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Penang_Port_Port_of_Beirut\n",
       " + ShipmentAmount_Penang_Port_Port_of_Doha\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gaza\n",
       " + ShipmentAmount_Penang_Port_Port_of_Haifa\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hodeidah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jeddah\n",
       " + ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Penang_Port_Port_of_Latakia\n",
       " + ShipmentAmount_Penang_Port_Port_of_Mersin\n",
       " + ShipmentAmount_Penang_Port_Port_of_Salalah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Penang_Port_Port_of_Umm_Qasr = 47579.5177\n",
       "\n",
       "_C29: ShipmentAmount_Port_of_Oslo_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Oslo_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Oslo_Port_of_Umm_Qasr = 5189339.402\n",
       "\n",
       "_C30: ShipmentAmount_Port_of_Vladivostok_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Vladivostok_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr = 9195220.12\n",
       "\n",
       "_C31: ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr = 4484984.594\n",
       "\n",
       "_C32: ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Mina_Salman\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr = 4536578.499\n",
       "\n",
       "_C33: ShipmentAmount_Port_of_Belgrade_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Belgrade_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Belgrade_Port_of_Umm_Qasr = 379084.0981\n",
       "\n",
       "_C34: ShipmentAmount_Port_of_Mersin_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Mersin_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr = 3324539.503\n",
       "\n",
       "_C35: ShipmentAmount_Port_of_Odessa_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Odessa_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Odessa_Port_of_Umm_Qasr = 41313949.61\n",
       "\n",
       "_C36: ShipmentAmount_Port_of_New_York_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_New_York_Mina_Salman\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr = 10124868.63\n",
       "\n",
       "_C37: ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Mina_Salman\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr = 7057279.149\n",
       "\n",
       "VARIABLES\n",
       "ShipmentAmount_Penang_Port_Larnaca_Port Continuous\n",
       "ShipmentAmount_Penang_Port_Mina_Salman Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Doha Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Aktau_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Belgrade_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Busan_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Busan_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Haifa_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Mersin_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_New_York_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_New_York_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Novorossiysk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Odessa_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Oslo_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Santos_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Santos_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_St._Petersburg_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Larnaca_Port Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Mina_Salman Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vladivostok_Port_of_Umm_Qasr Continuous"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Constraints\n",
    "for i in supply_points:\n",
    "    prob += sum(X[i][j] for j in plant_locations) == magnesium_supply[i]\n",
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Status: Optimal\n",
      "ShipmentAmount_Penang_Port_Mina_Salman = 47579.518\n",
      "ShipmentAmount_Port_of_Aktau_Port_of_Haifa = 6113002.9\n",
      "ShipmentAmount_Port_of_Bandar_Abbas_Port_of_Umm_Qasr = 1585983.9\n",
      "ShipmentAmount_Port_of_Belgrade_Port_of_Latakia = 379084.1\n",
      "ShipmentAmount_Port_of_Busan_Mina_Salman = 1500770.3\n",
      "ShipmentAmount_Port_of_Busan_Port_of_Hodeidah = 2577474.1\n",
      "ShipmentAmount_Port_of_Haifa_Port_of_Haifa = 7566106.3\n",
      "ShipmentAmount_Port_of_Los_Angeles_Larnaca_Port = 3233873.5\n",
      "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza = 1817270.7\n",
      "ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa = 2006134.9\n",
      "ShipmentAmount_Port_of_Marseille_Port_of_Beirut = 2010234.6\n",
      "ShipmentAmount_Port_of_Mersin_Port_of_Mersin = 3324539.5\n",
      "ShipmentAmount_Port_of_Montreal_Port_of_Beirut = 1222172.6\n",
      "ShipmentAmount_Port_of_New_York_Port_of_Alexandria = 7674628.0\n",
      "ShipmentAmount_Port_of_New_York_Port_of_Haifa = 2450240.6\n",
      "ShipmentAmount_Port_of_Novorossiysk_Port_of_Latakia = 4457215.4\n",
      "ShipmentAmount_Port_of_Novorossiysk_Port_of_Mersin = 27769.207\n",
      "ShipmentAmount_Port_of_Odessa_Port_of_Alexandria = 23310343.0\n",
      "ShipmentAmount_Port_of_Odessa_Port_of_Mersin = 18003607.0\n",
      "ShipmentAmount_Port_of_Oslo_Port_of_Beirut = 208069.14\n",
      "ShipmentAmount_Port_of_Oslo_Port_of_Haifa = 4981270.3\n",
      "ShipmentAmount_Port_of_Santos_Port_of_Alexandria = 4204466.2\n",
      "ShipmentAmount_Port_of_Shanghai_Mina_Salman = 6919928.6\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba = 8009635.5\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas = 24147080.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Doha = 8871070.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Haifa = 11936470.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali = 79042636.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah = 40827638.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz = 40827638.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Salalah = 24029713.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh = 21280935.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr = 32697701.0\n",
      "ShipmentAmount_Port_of_St._Petersburg_Port_of_Beirut = 4536578.5\n",
      "ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr = 363811.29\n",
      "ShipmentAmount_Port_of_Vladivostok_Port_of_Aqaba = 9195220.1\n",
      "Total kilogram_miles = 2483353152228.4717\n"
     ]
    }
   ],
   "source": [
    "prob.solve()\n",
    "\n",
    "print(\"Status:\", LpStatus[prob.status])\n",
    "\n",
    "for v in prob.variables():\n",
    "    if v.varValue > 0:\n",
    "        print(v.name, \"=\", v.varValue)\n",
    "\n",
    "print(\"Total kilogram_miles =\", value(prob.objective))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
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